From 86259dd865e9fa102b13e67785476e4d3ae89563 Mon Sep 17 00:00:00 2001
From: dcaustin33 <dcaustin33@gmail.com>
Date: Thu, 11 Apr 2024 10:28:32 -0400
Subject: [PATCH 1/9] cuda 12

---
 poetry.lock    | 1873 +++++++++++++++++++++++-------------------------
 pyproject.toml |   12 +-
 2 files changed, 924 insertions(+), 961 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 5afb985e3..090ec0866 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.5.1 and should not be changed by hand.
 
 [[package]]
 name = "absl-py"
@@ -13,13 +13,13 @@ files = [
 
 [[package]]
 name = "accelerate"
-version = "0.27.2"
+version = "0.29.2"
 description = "Accelerate"
 optional = false
 python-versions = ">=3.8.0"
 files = [
-    {file = "accelerate-0.27.2-py3-none-any.whl", hash = "sha256:a818dd27b9ba24e9eb5030d1b285cf4cdd1b41bbfa675fb4eb2477ddfc097074"},
-    {file = "accelerate-0.27.2.tar.gz", hash = "sha256:cc715fe9a8bc7a286259bfb6d65fb78363badd3371e7cbda4e4a4ef34a0010aa"},
+    {file = "accelerate-0.29.2-py3-none-any.whl", hash = "sha256:f34c23e891ed2c60051408aede93b56daa556a1a894bb8b991acfadb37aaee4c"},
+    {file = "accelerate-0.29.2.tar.gz", hash = "sha256:b7b1c5db790906a7c3a36ffc37a23491fa55ed862bfd4c4ad3c63bd4d23772a2"},
 ]
 
 [package.dependencies]
@@ -32,14 +32,14 @@ safetensors = ">=0.3.1"
 torch = ">=1.10.0"
 
 [package.extras]
-dev = ["bitsandbytes", "black (>=23.1,<24.0)", "datasets", "deepspeed (<0.13.0)", "evaluate", "hf-doc-builder (>=0.3.0)", "parameterized", "pytest", "pytest-subtests", "pytest-xdist", "rich", "ruff (>=0.1.15,<0.2.0)", "scikit-learn", "scipy", "timm", "torchpippy (>=0.2.0)", "tqdm", "transformers"]
-quality = ["black (>=23.1,<24.0)", "hf-doc-builder (>=0.3.0)", "ruff (>=0.1.15,<0.2.0)"]
+dev = ["bitsandbytes", "black (>=23.1,<24.0)", "datasets", "deepspeed", "evaluate", "hf-doc-builder (>=0.3.0)", "parameterized", "pytest (>=7.2.0,<=8.0.0)", "pytest-subtests", "pytest-xdist", "rich", "ruff (>=0.2.1,<0.3.0)", "scikit-learn", "scipy", "timm", "torchpippy (>=0.2.0)", "tqdm", "transformers"]
+quality = ["black (>=23.1,<24.0)", "hf-doc-builder (>=0.3.0)", "ruff (>=0.2.1,<0.3.0)"]
 rich = ["rich"]
 sagemaker = ["sagemaker"]
-test-dev = ["bitsandbytes", "datasets", "deepspeed (<0.13.0)", "evaluate", "scikit-learn", "scipy", "timm", "torchpippy (>=0.2.0)", "tqdm", "transformers"]
-test-prod = ["parameterized", "pytest", "pytest-subtests", "pytest-xdist"]
+test-dev = ["bitsandbytes", "datasets", "deepspeed", "evaluate", "scikit-learn", "scipy", "timm", "torchpippy (>=0.2.0)", "tqdm", "transformers"]
+test-prod = ["parameterized", "pytest (>=7.2.0,<=8.0.0)", "pytest-subtests", "pytest-xdist"]
 test-trackers = ["comet-ml", "dvclive", "tensorboard", "wandb"]
-testing = ["bitsandbytes", "datasets", "deepspeed (<0.13.0)", "evaluate", "parameterized", "pytest", "pytest-subtests", "pytest-xdist", "scikit-learn", "scipy", "timm", "torchpippy (>=0.2.0)", "tqdm", "transformers"]
+testing = ["bitsandbytes", "datasets", "deepspeed", "evaluate", "parameterized", "pytest (>=7.2.0,<=8.0.0)", "pytest-subtests", "pytest-xdist", "scikit-learn", "scipy", "timm", "torchpippy (>=0.2.0)", "tqdm", "transformers"]
 
 [[package]]
 name = "aiohttp"
@@ -248,13 +248,13 @@ tests-no-zope = ["attrs[tests-mypy]", "cloudpickle", "hypothesis", "pympler", "p
 
 [[package]]
 name = "autodoc-pydantic"
-version = "2.0.1"
+version = "2.1.0"
 description = "Seamlessly integrate pydantic models in your Sphinx documentation."
 optional = false
-python-versions = ">=3.7.1,<4.0.0"
+python-versions = ">=3.8,<4.0.0"
 files = [
-    {file = "autodoc_pydantic-2.0.1-py3-none-any.whl", hash = "sha256:d3c302fdb6d37edb5b721f0f540252fa79cea7018bc1a9a85bf70f33a68b0ce4"},
-    {file = "autodoc_pydantic-2.0.1.tar.gz", hash = "sha256:7a125a4ff18e4903e27be71e4ddb3269380860eacab4a584d6cc2e212fa96991"},
+    {file = "autodoc_pydantic-2.1.0-py3-none-any.whl", hash = "sha256:9f1f82ee3667589dfa08b21697be8bbd80b15110e838cd765bb1bf3ce1b0ea8f"},
+    {file = "autodoc_pydantic-2.1.0.tar.gz", hash = "sha256:3cf1b973e2f5ff0fbbe9b951c11827b5e32d3409e238f7f5782359426ab8d360"},
 ]
 
 [package.dependencies]
@@ -589,13 +589,13 @@ files = [
 
 [[package]]
 name = "comm"
-version = "0.2.1"
+version = "0.2.2"
 description = "Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc."
 optional = false
 python-versions = ">=3.8"
 files = [
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-    {file = "comm-0.2.1.tar.gz", hash = "sha256:0bc91edae1344d39d3661dcbc36937181fdaddb304790458f8b044dbc064b89a"},
+    {file = "comm-0.2.2-py3-none-any.whl", hash = "sha256:e6fb86cb70ff661ee8c9c14e7d36d6de3b4066f1441be4063df9c5009f0a64d3"},
+    {file = "comm-0.2.2.tar.gz", hash = "sha256:3fd7a84065306e07bea1773df6eb8282de51ba82f77c72f9c85716ab11fe980e"},
 ]
 
 [package.dependencies]
@@ -621,126 +621,126 @@ srsly = ">=2.4.0,<3.0.0"
 
 [[package]]
 name = "contourpy"
-version = "1.2.0"
+version = "1.2.1"
 description = "Python library for calculating contours of 2D quadrilateral grids"
 optional = false
 python-versions = ">=3.9"
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@@ -1026,20 +1026,20 @@ reference = "nvidia"
 
 [[package]]
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 description = "HuggingFace community-driven open-source library of datasets"
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 files = [
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 [package.dependencies]
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 dill = ">=0.3.0,<0.3.9"
 filelock = "*"
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 huggingface-hub = ">=0.19.4"
 multiprocess = "*"
 numpy = ">=1.17"
@@ -1056,11 +1056,11 @@ xxhash = "*"
 apache-beam = ["apache-beam (>=2.26.0)"]
 audio = ["librosa", "soundfile (>=0.12.1)"]
 benchmarks = ["tensorflow (==2.12.0)", "torch (==2.0.1)", "transformers (==4.30.1)"]
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-quality = ["ruff (>=0.1.5)"]
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 tensorflow = ["tensorflow (>=2.2.0,!=2.6.0,!=2.6.1)", "tensorflow-macos"]
 tensorflow-gpu = ["tensorflow-gpu (>=2.2.0,!=2.6.0,!=2.6.1)"]
@@ -1207,13 +1207,13 @@ test = ["pytest (>=6)"]
 
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+version = "2.1.1"
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 [package.extras]
@@ -1394,80 +1394,80 @@ files = [
 
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 typing = ["typing-extensions (>=4.8)"]
 
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 ]
 
 [package.dependencies]
@@ -1868,13 +1822,13 @@ numpy = ">=1.17.3"
 
 [[package]]
 name = "huggingface-hub"
-version = "0.21.3"
+version = "0.22.2"
 description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
 optional = false
 python-versions = ">=3.8.0"
 files = [
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 ]
 
 [package.dependencies]
@@ -1887,15 +1841,16 @@ tqdm = ">=4.42.1"
 typing-extensions = ">=3.7.4.3"
 
 [package.extras]
-all = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "gradio", "jedi", "mypy (==1.5.1)", "numpy", "pydantic (>1.1,<2.0)", "pydantic (>1.1,<3.0)", "pytest", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "ruff (>=0.1.3)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
+all = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "gradio", "jedi", "minijinja (>=1.0)", "mypy (==1.5.1)", "numpy", "pytest", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "ruff (>=0.3.0)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
 cli = ["InquirerPy (==0.3.4)"]
-dev = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "gradio", "jedi", "mypy (==1.5.1)", "numpy", "pydantic (>1.1,<2.0)", "pydantic (>1.1,<3.0)", "pytest", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "ruff (>=0.1.3)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
+dev = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "gradio", "jedi", "minijinja (>=1.0)", "mypy (==1.5.1)", "numpy", "pytest", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "ruff (>=0.3.0)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
 fastai = ["fastai (>=2.4)", "fastcore (>=1.3.27)", "toml"]
 hf-transfer = ["hf-transfer (>=0.1.4)"]
-inference = ["aiohttp", "pydantic (>1.1,<2.0)", "pydantic (>1.1,<3.0)"]
-quality = ["mypy (==1.5.1)", "ruff (>=0.1.3)"]
+inference = ["aiohttp", "minijinja (>=1.0)"]
+quality = ["mypy (==1.5.1)", "ruff (>=0.3.0)"]
 tensorflow = ["graphviz", "pydot", "tensorflow"]
-testing = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "gradio", "jedi", "numpy", "pydantic (>1.1,<2.0)", "pydantic (>1.1,<3.0)", "pytest", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "soundfile", "urllib3 (<2.0)"]
+tensorflow-testing = ["keras (<3.0)", "tensorflow"]
+testing = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "gradio", "jedi", "minijinja (>=1.0)", "numpy", "pytest", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "soundfile", "urllib3 (<2.0)"]
 torch = ["safetensors", "torch"]
 typing = ["types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)"]
 
@@ -1915,13 +1870,13 @@ license = ["ukkonen"]
 
 [[package]]
 name = "idna"
-version = "3.6"
+version = "3.7"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
 python-versions = ">=3.5"
 files = [
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-    {file = "idna-3.6.tar.gz", hash = "sha256:9ecdbbd083b06798ae1e86adcbfe8ab1479cf864e4ee30fe4e46a003d12491ca"},
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+    {file = "idna-3.7.tar.gz", hash = "sha256:028ff3aadf0609c1fd278d8ea3089299412a7a8b9bd005dd08b9f8285bcb5cfc"},
 ]
 
 [[package]]
@@ -1992,13 +1947,13 @@ testing = ["flake8 (<5)", "flufl.flake8", "importlib-resources (>=1.3)", "packag
 
 [[package]]
 name = "importlib-resources"
-version = "6.1.2"
+version = "6.4.0"
 description = "Read resources from Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -2006,7 +1961,7 @@ zipp = {version = ">=3.1.0", markers = "python_version < \"3.10\""}
 
 [package.extras]
 docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-ruff (>=0.2.1)", "zipp (>=3.17)"]
+testing = ["jaraco.test (>=5.4)", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-ruff (>=0.2.1)", "zipp (>=3.17)"]
 
 [[package]]
 name = "iniconfig"
@@ -2126,13 +2081,13 @@ i18n = ["Babel (>=2.7)"]
 
 [[package]]
 name = "joblib"
-version = "1.3.2"
+version = "1.4.0"
 description = "Lightweight pipelining with Python functions"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [[package]]
@@ -2208,15 +2163,24 @@ files = [
 
 [[package]]
 name = "keras"
-version = "2.15.0"
-description = "Deep learning for humans."
+version = "3.2.1"
+description = "Multi-backend Keras."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
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+    {file = "keras-3.2.1.tar.gz", hash = "sha256:966abbf0dfc1f9725f6293fb2a04ec83f56cd2a800990b38d1a03041255214a7"},
 ]
 
+[package.dependencies]
+absl-py = "*"
+h5py = "*"
+ml-dtypes = "*"
+namex = "*"
+numpy = "*"
+optree = "*"
+rich = "*"
+
 [[package]]
 name = "kiwisolver"
 version = "1.4.5"
@@ -2346,33 +2310,31 @@ data = ["language-data (>=1.1,<2.0)"]
 
 [[package]]
 name = "libclang"
-version = "16.0.6"
+version = "18.1.1"
 description = "Clang Python Bindings, mirrored from the official LLVM repo: https://github.com/llvm/llvm-project/tree/main/clang/bindings/python, to make the installation process easier."
 optional = false
 python-versions = "*"
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 ]
 
 [[package]]
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-version = "2.2.0.post0"
+version = "2.2.1"
 description = "The Deep Learning framework to train, deploy, and ship AI products Lightning fast."
 optional = false
 python-versions = ">=3.8"
 files = [
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 [package.dependencies]
@@ -2425,13 +2387,13 @@ test = ["click (==8.1.7)", "cloudpickle (>=1.3,<3.0)", "coverage (==7.3.1)", "fa
 
 [[package]]
 name = "lightning-utilities"
-version = "0.10.1"
+version = "0.11.2"
 description = "Lightning toolbox for across the our ecosystem."
 optional = false
-python-versions = ">=3.7"
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 ]
 
 [package.dependencies]
@@ -2502,13 +2464,13 @@ files = [
 
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+version = "3.6"
 description = "Python implementation of John Gruber's Markdown."
 optional = false
 python-versions = ">=3.8"
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 [package.dependencies]
@@ -2613,39 +2575,39 @@ files = [
 
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 [package.dependencies]
@@ -2654,7 +2616,7 @@ cycler = ">=0.10"
 fonttools = ">=4.22.0"
 importlib-resources = {version = ">=3.2.0", markers = "python_version < \"3.10\""}
 kiwisolver = ">=1.3.1"
-numpy = ">=1.21,<2"
+numpy = ">=1.21"
 packaging = ">=20.0"
 pillow = ">=8"
 pyparsing = ">=2.3.1"
@@ -2721,34 +2683,34 @@ urllib3 = "*"
 
 [[package]]
 name = "ml-dtypes"
-version = "0.2.0"
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 description = ""
 optional = false
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@@ -3085,6 +3047,17 @@ rtd = ["ipython", "pydata-sphinx-theme (==v0.13.0rc4)", "sphinx-autodoc2 (>=0.4.
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 testing-docutils = ["pygments", "pytest (>=7,<8)", "pytest-param-files (>=0.3.4,<0.4.0)"]
 
+[[package]]
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+version = "0.0.7"
+description = "A simple utility to separate the implementation of your Python package and its public API surface."
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+python-versions = "*"
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 version = "1.6.0"
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@@ -3479,18 +3497,18 @@ test = ["hypothesis (>=5.5.3)", "pytest (>=6.0)", "pytest-xdist (>=1.31)"]
 
 [[package]]
 name = "parso"
-version = "0.8.3"
+version = "0.8.4"
 description = "A Python Parser"
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "parso-0.8.3-py2.py3-none-any.whl", hash = "sha256:c001d4636cd3aecdaf33cbb40aebb59b094be2a74c556778ef5576c175e19e75"},
-    {file = "parso-0.8.3.tar.gz", hash = "sha256:8c07be290bb59f03588915921e29e8a50002acaf2cdc5fa0e0114f91709fafa0"},
+    {file = "parso-0.8.4-py2.py3-none-any.whl", hash = "sha256:a418670a20291dacd2dddc80c377c5c3791378ee1e8d12bffc35420643d43f18"},
+    {file = "parso-0.8.4.tar.gz", hash = "sha256:eb3a7b58240fb99099a345571deecc0f9540ea5f4dd2fe14c2a99d6b281ab92d"},
 ]
 
 [package.extras]
-qa = ["flake8 (==3.8.3)", "mypy (==0.782)"]
-testing = ["docopt", "pytest (<6.0.0)"]
+qa = ["flake8 (==5.0.4)", "mypy (==0.971)", "types-setuptools (==67.2.0.1)"]
+testing = ["docopt", "pytest"]
 
 [[package]]
 name = "partd"
@@ -3512,13 +3530,13 @@ complete = ["blosc", "numpy (>=1.9.0)", "pandas (>=0.19.0)", "pyzmq"]
 
 [[package]]
 name = "peft"
-version = "0.9.0"
+version = "0.10.0"
 description = "Parameter-Efficient Fine-Tuning (PEFT)"
 optional = false
 python-versions = ">=3.8.0"
 files = [
-    {file = "peft-0.9.0-py3-none-any.whl", hash = "sha256:d14223fee6050c53593733e8f763d94c13577e1220987f59ae473d988f2ccd91"},
-    {file = "peft-0.9.0.tar.gz", hash = "sha256:3b8d09dff94d1bfa72e064cb26af5952fd82428e2bcce432cfaf091f5035b04b"},
+    {file = "peft-0.10.0-py3-none-any.whl", hash = "sha256:d5249c97e818d3e31f92553c73c2953acd0ec12649b8b749afff7152cbc86cbb"},
+    {file = "peft-0.10.0.tar.gz", hash = "sha256:36a7628c15f88d37abb26cfc74c22468f9037ee02e9c9b65de943cfe7c672049"},
 ]
 
 [package.dependencies]
@@ -3701,13 +3719,13 @@ tests = ["pytest (>=5.4.1)", "pytest-cov (>=2.8.1)", "pytest-mypy (>=0.8.0)", "p
 
 [[package]]
 name = "pre-commit"
-version = "3.6.2"
+version = "3.7.0"
 description = "A framework for managing and maintaining multi-language pre-commit hooks."
 optional = false
 python-versions = ">=3.9"
 files = [
-    {file = "pre_commit-3.6.2-py2.py3-none-any.whl", hash = "sha256:ba637c2d7a670c10daedc059f5c49b5bd0aadbccfcd7ec15592cf9665117532c"},
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+    {file = "pre_commit-3.7.0-py2.py3-none-any.whl", hash = "sha256:5eae9e10c2b5ac51577c3452ec0a490455c45a0533f7960f993a0d01e59decab"},
+    {file = "pre_commit-3.7.0.tar.gz", hash = "sha256:e209d61b8acdcf742404408531f0c37d49d2c734fd7cff2d6076083d191cb060"},
 ]
 
 [package.dependencies]
@@ -3765,13 +3783,13 @@ murmurhash = ">=0.28.0,<1.1.0"
 
 [[package]]
 name = "progressbar2"
-version = "4.4.1"
+version = "4.4.2"
 description = "A Python Progressbar library to provide visual (yet text based) progress to long running operations."
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "progressbar2-4.4.2-py3-none-any.whl", hash = "sha256:ec157391635b008b8a422326fb05c27045ffbb2dc8dab5e4d90d4d412c4ffd39"},
+    {file = "progressbar2-4.4.2.tar.gz", hash = "sha256:3fda2e0c60693600a6585a784c9d3bc4e1dac57e99e133f8c0f5c8cf3df374a2"},
 ]
 
 [package.dependencies]
@@ -3845,12 +3863,12 @@ test = ["enum34", "ipaddress", "mock", "pywin32", "wmi"]
 
 [[package]]
 name = "ptxcompiler-cu11"
-version = "0.7.0.post1"
+version = "0.8.1.post1"
 description = "A fake package to warn the user they are not installing the correct package."
 optional = true
 python-versions = "*"
 files = [
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+    {file = "ptxcompiler-cu11-0.8.1.post1.tar.gz", hash = "sha256:f52e54917c175a6d51508562d757371b508167d950444cff594cb8b90cc673a6"},
 ]
 
 [[package]]
@@ -3948,40 +3966,15 @@ files = [
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 ]
 
-[[package]]
-name = "pyasn1"
-version = "0.5.1"
-description = "Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)"
-optional = false
-python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
-files = [
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-]
-
-[[package]]
-name = "pyasn1-modules"
-version = "0.3.0"
-description = "A collection of ASN.1-based protocols modules"
-optional = false
-python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
-files = [
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-]
-
-[package.dependencies]
-pyasn1 = ">=0.4.6,<0.6.0"
-
 [[package]]
 name = "pydantic"
-version = "2.6.3"
+version = "2.6.4"
 description = "Data validation using Python type hints"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "pydantic-2.6.4.tar.gz", hash = "sha256:b1704e0847db01817624a6b86766967f552dd9dbf3afba4004409f908dcc84e6"},
 ]
 
 [package.dependencies]
@@ -4173,13 +4166,13 @@ files = [
 
 [[package]]
 name = "pyparsing"
-version = "3.1.1"
+version = "3.1.2"
 description = "pyparsing module - Classes and methods to define and execute parsing grammars"
 optional = false
 python-versions = ">=3.6.8"
 files = [
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+    {file = "pyparsing-3.1.2-py3-none-any.whl", hash = "sha256:f9db75911801ed778fe61bb643079ff86601aca99fcae6345aa67292038fb742"},
+    {file = "pyparsing-3.1.2.tar.gz", hash = "sha256:a1bac0ce561155ecc3ed78ca94d3c9378656ad4c94c1270de543f621420f94ad"},
 ]
 
 [package.extras]
@@ -4187,13 +4180,13 @@ diagrams = ["jinja2", "railroad-diagrams"]
 
 [[package]]
 name = "pytest"
-version = "8.0.2"
+version = "8.1.1"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "pytest-8.1.1-py3-none-any.whl", hash = "sha256:2a8386cfc11fa9d2c50ee7b2a57e7d898ef90470a7a34c4b949ff59662bb78b7"},
+    {file = "pytest-8.1.1.tar.gz", hash = "sha256:ac978141a75948948817d360297b7aae0fcb9d6ff6bc9ec6d514b85d5a65c044"},
 ]
 
 [package.dependencies]
@@ -4201,21 +4194,21 @@ colorama = {version = "*", markers = "sys_platform == \"win32\""}
 exceptiongroup = {version = ">=1.0.0rc8", markers = "python_version < \"3.11\""}
 iniconfig = "*"
 packaging = "*"
-pluggy = ">=1.3.0,<2.0"
-tomli = {version = ">=1.0.0", markers = "python_version < \"3.11\""}
+pluggy = ">=1.4,<2.0"
+tomli = {version = ">=1", markers = "python_version < \"3.11\""}
 
 [package.extras]
-testing = ["argcomplete", "attrs (>=19.2.0)", "hypothesis (>=3.56)", "mock", "nose", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"]
+testing = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"]
 
 [[package]]
 name = "pytest-cov"
-version = "4.1.0"
+version = "5.0.0"
 description = "Pytest plugin for measuring coverage."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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+    {file = "pytest-cov-5.0.0.tar.gz", hash = "sha256:5837b58e9f6ebd335b0f8060eecce69b662415b16dc503883a02f45dfeb14857"},
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 ]
 
 [package.dependencies]
@@ -4223,7 +4216,7 @@ coverage = {version = ">=5.2.1", extras = ["toml"]}
 pytest = ">=4.6"
 
 [package.extras]
-testing = ["fields", "hunter", "process-tests", "pytest-xdist", "six", "virtualenv"]
+testing = ["fields", "hunter", "process-tests", "pytest-xdist", "virtualenv"]
 
 [[package]]
 name = "pytest-env"
@@ -4327,13 +4320,13 @@ tests = ["flake8", "loguru", "pytest", "pytest-asyncio", "pytest-cov", "pytest-m
 
 [[package]]
 name = "pytorch-lightning"
-version = "2.2.0.post0"
+version = "2.2.1"
 description = "PyTorch Lightning is the lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -4369,40 +4362,48 @@ files = [
 
 [[package]]
 name = "pywavelets"
-version = "1.5.0"
+version = "1.6.0"
 description = "PyWavelets, wavelet transform module"
 optional = false
 python-versions = ">=3.9"
 files = [
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+
+[package.dependencies]
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 [[package]]
 name = "pywin32"
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 [[package]]
 name = "referencing"
-version = "0.33.0"
+version = "0.34.0"
 description = "JSON Referencing + Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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@@ -4669,24 +4669,6 @@ urllib3 = ">=1.21.1,<3"
 socks = ["PySocks (>=1.5.6,!=1.5.7)"]
 use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 
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-
-[package.extras]
-rsa = ["oauthlib[signedtoken] (>=3.0.0)"]
-
 [[package]]
 name = "resource"
 version = "0.2.1"
@@ -4873,20 +4855,6 @@ files = [
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 [[package]]
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 version = "0.4.2"
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 [[package]]
 name = "scikit-learn"
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 [package.dependencies]
 joblib = ">=1.2.0"
-numpy = ">=1.19.5,<2.0"
+numpy = ">=1.19.5"
 scipy = ">=1.6.0"
 threadpoolctl = ">=2.0.0"
 
@@ -5063,45 +5031,45 @@ tests = ["black (>=23.3.0)", "matplotlib (>=3.3.4)", "mypy (>=1.3)", "numpydoc (
 
 [[package]]
 name = "scipy"
-version = "1.12.0"
+version = "1.13.0"
 description = "Fundamental algorithms for scientific computing in Python"
 optional = false
 python-versions = ">=3.9"
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 [[package]]
 name = "seaborn"
@@ -5126,13 +5094,13 @@ stats = ["scipy (>=1.7)", "statsmodels (>=0.12)"]
 
 [[package]]
 name = "sentence-transformers"
-version = "2.5.1"
+version = "2.6.1"
 description = "Multilingual text embeddings"
 optional = false
 python-versions = ">=3.8.0"
 files = [
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 [package.dependencies]
@@ -5249,18 +5217,18 @@ tests = ["hummingbird-ml", "onnx", "onnxruntime", "openvino (>=2022.3)", "pytest
 
 [[package]]
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 [[package]]
@@ -5494,22 +5462,22 @@ test = ["pytest", "pytest-cov"]
 
 [[package]]
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 [package.dependencies]
 sphinx = ">=7.1.2"
 
 [package.extras]
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+docs = ["furo (>=2024.1.29)"]
 numpy = ["nptyping (>=2.5)"]
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 [[package]]
 name = "sphinx-basic-ng"
@@ -5761,23 +5729,20 @@ doc = ["reno", "sphinx", "tornado (>=4.5)"]
 
 [[package]]
 name = "tensorboard"
-version = "2.15.2"
+version = "2.16.2"
 description = "TensorBoard lets you watch Tensors Flow"
 optional = false
 python-versions = ">=3.9"
 files = [
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 [package.dependencies]
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 grpcio = ">=1.48.2"
 markdown = ">=2.6.8"
 numpy = ">=1.12.0"
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 setuptools = ">=41.0.0"
 six = ">1.9"
 tensorboard-data-server = ">=0.7.0,<0.8.0"
@@ -5797,26 +5762,31 @@ files = [
 
 [[package]]
 name = "tensorflow"
-version = "2.15.0"
+version = "2.16.1"
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 python-versions = ">=3.9"
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 typing-extensions = ">=3.6.6"
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 [[package]]
 name = "tensorflow-io-gcs-filesystem"
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 [package.dependencies]
@@ -6263,13 +6223,13 @@ urllib3 = ">=1.25"
 
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 ]
 
 [package.dependencies]
 numpy = "*"
 pillow = ">=5.3.0,<8.3.dev0 || >=8.4.dev0"
-torch = "2.2.1"
+torch = "2.2.2"
 
 [package.extras]
 scipy = ["scipy"]
@@ -6405,28 +6368,28 @@ telegram = ["requests"]
 
 [[package]]
 name = "traitlets"
-version = "5.14.1"
+version = "5.14.2"
 description = "Traitlets Python configuration system"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
 docs = ["myst-parser", "pydata-sphinx-theme", "sphinx"]
-test = ["argcomplete (>=3.0.3)", "mypy (>=1.7.0)", "pre-commit", "pytest (>=7.0,<7.5)", "pytest-mock", "pytest-mypy-testing"]
+test = ["argcomplete (>=3.0.3)", "mypy (>=1.7.0)", "pre-commit", "pytest (>=7.0,<8.1)", "pytest-mock", "pytest-mypy-testing"]
 
 [[package]]
 name = "transformers"
-version = "4.38.2"
+version = "4.39.3"
 description = "State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow"
 optional = false
 python-versions = ">=3.8.0"
 files = [
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 ]
 
 [package.dependencies]
@@ -6535,13 +6498,13 @@ tutorials = ["matplotlib", "pandas", "tabulate", "torch"]
 
 [[package]]
 name = "typer"
-version = "0.9.0"
+version = "0.9.4"
 description = "Typer, build great CLIs. Easy to code. Based on Python type hints."
 optional = false
 python-versions = ">=3.6"
 files = [
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 ]
 
 [package.dependencies]
@@ -6552,7 +6515,7 @@ typing-extensions = ">=3.7.4.3"
 all = ["colorama (>=0.4.3,<0.5.0)", "rich (>=10.11.0,<14.0.0)", "shellingham (>=1.3.0,<2.0.0)"]
 dev = ["autoflake (>=1.3.1,<2.0.0)", "flake8 (>=3.8.3,<4.0.0)", "pre-commit (>=2.17.0,<3.0.0)"]
 doc = ["cairosvg (>=2.5.2,<3.0.0)", "mdx-include (>=1.4.1,<2.0.0)", "mkdocs (>=1.1.2,<2.0.0)", "mkdocs-material (>=8.1.4,<9.0.0)", "pillow (>=9.3.0,<10.0.0)"]
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+test = ["black (>=22.3.0,<23.0.0)", "coverage (>=6.2,<7.0)", "isort (>=5.0.6,<6.0.0)", "mypy (==0.971)", "pytest (>=4.4.0,<8.0.0)", "pytest-cov (>=2.10.0,<5.0.0)", "pytest-sugar (>=0.9.4,<0.10.0)", "pytest-xdist (>=1.32.0,<4.0.0)", "rich (>=10.11.0,<14.0.0)", "shellingham (>=1.3.0,<2.0.0)"]
 
 [[package]]
 name = "types-cachetools"
@@ -6578,13 +6541,13 @@ files = [
 
 [[package]]
 name = "types-requests"
-version = "2.31.0.20240218"
+version = "2.31.0.20240406"
 description = "Typing stubs for requests"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -6592,24 +6555,24 @@ urllib3 = ">=2"
 
 [[package]]
 name = "types-setuptools"
-version = "69.1.0.20240301"
+version = "69.2.0.20240317"
 description = "Typing stubs for setuptools"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [[package]]
 name = "typing-extensions"
-version = "4.10.0"
+version = "4.11.0"
 description = "Backported and Experimental Type Hints for Python 3.8+"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [[package]]
@@ -6654,13 +6617,13 @@ reference = "nvidia"
 
 [[package]]
 name = "ultralytics"
-version = "8.1.20"
+version = "8.1.46"
 description = "Ultralytics YOLOv8 for SOTA object detection, multi-object tracking, instance segmentation, pose estimation and image classification."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -6682,8 +6645,8 @@ tqdm = ">=4.64.0"
 [package.extras]
 dev = ["check-manifest", "coverage[toml]", "ipython", "mkdocs-jupyter", "mkdocs-material (>=9.5.9)", "mkdocs-redirects", "mkdocs-ultralytics-plugin (>=0.0.44)", "mkdocstrings[python]", "pre-commit", "pytest", "pytest-cov"]
 explorer = ["duckdb (<=0.9.2)", "lancedb", "streamlit"]
-export = ["coremltools (>=7.0)", "onnx (>=1.12.0)", "openvino-dev (>=2023.0)", "tensorflow (<=2.13.1)", "tensorflowjs (>=3.9.0)"]
-extra = ["albumentations (>=1.0.3)", "hub-sdk (>=0.0.2)", "ipython", "pycocotools (>=2.0.7)"]
+export = ["coremltools (>=7.0)", "numpy (==1.23.5)", "onnx (>=1.12.0)", "openvino (>=2024.0.0)", "tensorflow (<=2.13.1)", "tensorflowjs (>=3.9.0)"]
+extra = ["albumentations (>=1.0.3)", "hub-sdk (>=0.0.5)", "ipython", "pycocotools (>=2.0.7)"]
 logging = ["comet", "dvclive (>=2.12.0)", "tensorboard (>=2.13.0)"]
 
 [[package]]
@@ -6843,13 +6806,13 @@ wasabi = ">=0.9.1,<1.2.0"
 
 [[package]]
 name = "werkzeug"
-version = "3.0.1"
+version = "3.0.2"
 description = "The comprehensive WSGI web application library."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -6860,13 +6823,13 @@ watchdog = ["watchdog (>=2.3)"]
 
 [[package]]
 name = "wheel"
-version = "0.42.0"
+version = "0.43.0"
 description = "A built-package format for Python"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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+    {file = "wheel-0.43.0-py3-none-any.whl", hash = "sha256:55c570405f142630c6b9f72fe09d9b67cf1477fcf543ae5b8dcb1f5b7377da81"},
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 ]
 
 [package.extras]
@@ -6885,85 +6848,81 @@ files = [
 
 [[package]]
 name = "wrapt"
-version = "1.14.1"
+version = "1.16.0"
 description = "Module for decorators, wrappers and monkey patching."
 optional = false
-python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
-files = [
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+    {file = "wrapt-1.16.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:2076fad65c6736184e77d7d4729b63a6d1ae0b70da4868adeec40989858eb3fb"},
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+    {file = "wrapt-1.16.0-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f8212564d49c50eb4565e502814f694e240c55551a5f1bc841d4fcaabb0a9b8a"},
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+    {file = "wrapt-1.16.0-cp39-cp39-win32.whl", hash = "sha256:ed867c42c268f876097248e05b6117a65bcd1e63b779e916fe2e33cd6fd0d3c3"},
+    {file = "wrapt-1.16.0-cp39-cp39-win_amd64.whl", hash = "sha256:eb1b046be06b0fce7249f1d025cd359b4b80fc1c3e24ad9eca33e0dcdb2e4a35"},
+    {file = "wrapt-1.16.0-py3-none-any.whl", hash = "sha256:6906c4100a8fcbf2fa735f6059214bb13b97f75b1a61777fcf6432121ef12ef1"},
+    {file = "wrapt-1.16.0.tar.gz", hash = "sha256:5f370f952971e7d17c7d1ead40e49f32345a7f7a5373571ef44d800d06b1899d"},
 ]
 
 [[package]]
@@ -7226,25 +7185,23 @@ files = [
 
 [[package]]
 name = "zipp"
-version = "3.17.0"
+version = "3.18.1"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "zipp-3.17.0-py3-none-any.whl", hash = "sha256:0e923e726174922dce09c53c59ad483ff7bbb8e572e00c7f7c46b88556409f31"},
-    {file = "zipp-3.17.0.tar.gz", hash = "sha256:84e64a1c28cf7e91ed2078bb8cc8c259cb19b76942096c8d7b84947690cabaf0"},
+    {file = "zipp-3.18.1-py3-none-any.whl", hash = "sha256:206f5a15f2af3dbaee80769fb7dc6f249695e940acca08dfb2a4769fe61e538b"},
+    {file = "zipp-3.18.1.tar.gz", hash = "sha256:2884ed22e7d8961de1c9a05142eb69a247f120291bc0206a00a7642f09b5b715"},
 ]
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1)", "pytest-ruff"]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
 
 [extras]
-cuda = ["cudf-cu11", "cuml-cu11", "dask-cudf-cu11", "pylibraft-cu11", "raft-dask-cu11", "rmm-cu11", "ucx-py-cu11"]
-minio = ["minio"]
-setfit = ["setfit"]
+cuda = []
 
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.9,<3.11"
-content-hash = "03d018ce99f87f4eaf427c947e67c9827e5752633bc3b6d3f2467b270c7f5cc2"
+content-hash = "768e1c73c25d5067872b497449b1e31564f62d40be4aa56957003d5c9679886f"
diff --git a/pyproject.toml b/pyproject.toml
index c85e5f674..a45b5f670 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -67,9 +67,15 @@ pre-commit = "^3.6.1"
 
 
 [tool.poetry.extras]
-cuda = ["ucx-py-cu11", "rmm-cu11", "raft-dask-cu11", "pylibraft-cu11", "dask-cudf-cu11", "cudf-cu11", "cuml-cu11"]
-minio = ["minio"]
-setfit = ["setfit"]
+cuda = [
+    "ucx-py-cu12",
+    "rmm-cu12",
+    "raft-dask-cu12",
+    "pylibraft-cu12",
+    "dask-cudf-cu12",
+    "cudf-cu12",
+    "cuml-cu12"
+]
 
 
 [tool.poetry.group.docs.dependencies]

From cb0cb4cb35984494586e537948d8a1c3fb6dc89f Mon Sep 17 00:00:00 2001
From: dcaustin33 <dcaustin33@gmail.com>
Date: Thu, 11 Apr 2024 10:48:05 -0400
Subject: [PATCH 2/9] Fix other cuda installation

---
 pyproject.toml | 16 +++++++++-------
 1 file changed, 9 insertions(+), 7 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index a45b5f670..cd03871ec 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -51,13 +51,13 @@ minio = {version = ">=7.1.0,<7.2.0", optional=true}
 setfit = {version ="==0.7.0", optional = true}
 
 # Cuda.
-ucx-py-cu11 = { version ="^0.36", source = "nvidia", optional = true }
-rmm-cu11 = {version = "^24.2.0", source = "nvidia", optional=true}
-raft-dask-cu11 = {version = "^24.2.0", source = "nvidia", optional=true}
-pylibraft-cu11 = {version = "^24.2.0", source = "nvidia", optional=true}
-dask-cudf-cu11 = {version = "^24.2.0", source = "nvidia", optional=true}
-cudf-cu11 = {version = "^24.2.0", source = "nvidia", optional=true}
-cuml-cu11 = {version = "^24.2.0", source = "nvidia", optional=true}
+ucx-py-cu12 = { version ="^0.36", source = "nvidia", optional = true }
+rmm-cu12 = {version = "^24.2.0", source = "nvidia", optional=true}
+raft-dask-cu12 = {version = "^24.2.0", source = "nvidia", optional=true}
+pylibraft-cu12 = {version = "^24.2.0", source = "nvidia", optional=true}
+dask-cudf-cu12 = {version = "^24.2.0", source = "nvidia", optional=true}
+cudf-cu12 = {version = "^24.2.0", source = "nvidia", optional=true}
+cuml-cu12 = {version = "^24.2.0", source = "nvidia", optional=true}
 sentencepiece = "^0.2.0"
 
 [tool.poetry.group.dev.dependencies]
@@ -76,6 +76,8 @@ cuda = [
     "cudf-cu12",
     "cuml-cu12"
 ]
+minio = ["minio"]
+setfit = ["setfit"]
 
 
 [tool.poetry.group.docs.dependencies]

From 00876a6023c9ad67118a62f9d8699873d021e913 Mon Sep 17 00:00:00 2001
From: dcaustin33 <dcaustin33@gmail.com>
Date: Thu, 11 Apr 2024 12:08:19 -0400
Subject: [PATCH 3/9] Add support for cuda12

---
 pyproject.toml | 15 +++++++++++++--
 1 file changed, 13 insertions(+), 2 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index cd03871ec..a71a3d249 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -50,7 +50,16 @@ pydantic-settings = ">=2.0.0"
 minio = {version = ">=7.1.0,<7.2.0", optional=true}
 setfit = {version ="==0.7.0", optional = true}
 
-# Cuda.
+# Cuda 11
+ucx-py-cu11 = { version ="^0.36", source = "nvidia", optional = true }
+rmm-cu11 = {version = "^24.2.0", source = "nvidia", optional=true}
+raft-dask-cu11 = {version = "^24.2.0", source = "nvidia", optional=true}
+pylibraft-cu11 = {version = "^24.2.0", source = "nvidia", optional=true}
+dask-cudf-cu11 = {version = "^24.2.0", source = "nvidia", optional=true}
+cudf-cu11 = {version = "^24.2.0", source = "nvidia", optional=true}
+cuml-cu11 = {version = "^24.2.0", source = "nvidia", optional=true}
+
+# Cuda12.
 ucx-py-cu12 = { version ="^0.36", source = "nvidia", optional = true }
 rmm-cu12 = {version = "^24.2.0", source = "nvidia", optional=true}
 raft-dask-cu12 = {version = "^24.2.0", source = "nvidia", optional=true}
@@ -67,7 +76,9 @@ pre-commit = "^3.6.1"
 
 
 [tool.poetry.extras]
-cuda = [
+cuda = ["ucx-py-cu11", "rmm-cu11", "raft-dask-cu11", "pylibraft-cu11", "dask-cudf-cu11", "cudf-cu11", "cuml-cu11"]
+cuda11 = ["ucx-py-cu11", "rmm-cu11", "raft-dask-cu11", "pylibraft-cu11", "dask-cudf-cu11", "cudf-cu11", "cuml-cu11"]
+cuda12 = [
     "ucx-py-cu12",
     "rmm-cu12",
     "raft-dask-cu12",

From 834a68b55adac48f0c90d45af7e3727a33dee2a6 Mon Sep 17 00:00:00 2001
From: dcaustin33 <dcaustin33@gmail.com>
Date: Thu, 11 Apr 2024 12:10:08 -0400
Subject: [PATCH 4/9] Add better comment

---
 dataquality/loggers/data_logger/base_data_logger.py | 6 ++++--
 1 file changed, 4 insertions(+), 2 deletions(-)

diff --git a/dataquality/loggers/data_logger/base_data_logger.py b/dataquality/loggers/data_logger/base_data_logger.py
index da51c0508..887da1711 100644
--- a/dataquality/loggers/data_logger/base_data_logger.py
+++ b/dataquality/loggers/data_logger/base_data_logger.py
@@ -285,8 +285,10 @@ def upload(
             print(
                 "CuML libraries not found, running standard process. "
                 "For faster Galileo processing, consider installing\n"
-                "`pip install 'dataquality[cuda]' --extra-index-url="
-                "https://pypi.nvidia.com/`"
+                "`pip install 'dataquality[cuda11]' --extra-index-url="
+                "https://pypi.nvidia.com/` or `pip install '"
+                "dataquality[cuda12]' --extra-index-url="
+                "https://pypi.nvidia.com/` depending on your CUDA version."
             )
 
         for split in Split.get_valid_attributes():

From d37c45bbd703306a0d62a53bdde4cffca620a830 Mon Sep 17 00:00:00 2001
From: dcaustin33 <dcaustin33@gmail.com>
Date: Thu, 11 Apr 2024 12:38:03 -0400
Subject: [PATCH 5/9] Cuda 12

---
 poetry.lock    | 856 +++++++------------------------------------------
 pyproject.toml |  22 +-
 2 files changed, 123 insertions(+), 755 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 090ec0866..e1c3b6ea6 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -749,146 +749,6 @@ tomli = {version = "*", optional = true, markers = "python_full_version <= \"3.1
 [package.extras]
 toml = ["tomli"]
 
-[[package]]
-name = "cubinlinker-cu11"
-version = "0.3.0.post1"
-description = "A fake package to warn the user they are not installing the correct package."
-optional = true
-python-versions = "*"
-files = [
-    {file = "cubinlinker_cu11-0.3.0.post1.tar.gz", hash = "sha256:4dbe346f287a6e4202ccb270913dc57820f22137b8e155cb55c76042a8cb5506"},
-]
-
-[[package]]
-name = "cuda-python"
-version = "11.8.3"
-description = "Python bindings for CUDA"
-optional = true
-python-versions = "*"
-files = [
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 tests = ["pytest (>=4.6)"]
 
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 [[package]]
 name = "pyarrow-hotfix"
@@ -4127,43 +3686,6 @@ dev = ["coverage[toml] (==5.0.4)", "cryptography (>=3.4.0)", "pre-commit", "pyte
 docs = ["sphinx (>=4.5.0,<5.0.0)", "sphinx-rtd-theme", "zope.interface"]
 tests = ["coverage[toml] (==5.0.4)", "pytest (>=6.0.0,<7.0.0)"]
 
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-optional = true
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-
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 [[package]]
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 version = "0.34.0"
@@ -4721,32 +4199,6 @@ pygments = ">=2.13.0,<3.0.0"
 [package.extras]
 jupyter = ["ipywidgets (>=7.5.1,<9)"]
 
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-[package.source]
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-url = "https://pypi.nvidia.com"
-reference = "nvidia"
-
 [[package]]
 name = "rpds-py"
 version = "0.18.0"
@@ -5274,17 +4726,6 @@ files = [
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-optional = true
-python-versions = "*"
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-
 [[package]]
 name = "soupsieve"
 version = "2.5"
@@ -5702,17 +5143,6 @@ files = [
 [package.extras]
 widechars = ["wcwidth"]
 
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-description = "Traceback serialization library."
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 [[package]]
 name = "tenacity"
 version = "8.2.3"
@@ -6449,30 +5879,6 @@ torchhub = ["filelock", "huggingface-hub (>=0.19.3,<1.0)", "importlib-metadata",
 video = ["av (==9.2.0)", "decord (==0.6.0)"]
 vision = ["Pillow (>=10.0.1,<=15.0)"]
 
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-    {file = "treelite-4.0.0-py3-none-macosx_12_0_arm64.whl", hash = "sha256:5626ac48477d5809cd48c0365f1b4b0bbaa87da89fc3c7245711ce44c23c7183"},
-    {file = "treelite-4.0.0-py3-none-manylinux2014_aarch64.whl", hash = "sha256:aa258413168fe7ac046c260f1d8c4e4882038d38ed2a71b901298d7257e61a2a"},
-    {file = "treelite-4.0.0-py3-none-manylinux2014_x86_64.whl", hash = "sha256:dd70a0ebdb0319a35538709b01c8da4ec5ee54fff56b6214c073e03e75f6405b"},
-    {file = "treelite-4.0.0-py3-none-win_amd64.whl", hash = "sha256:536afdb412ac932aa51f0607457bfa463ee10f2184befa7f4c94a1f7f8f79f10"},
-    {file = "treelite-4.0.0.tar.gz", hash = "sha256:1cd60a01fb868c15167c9503987d8ffbbccad0b596279ea332a0a1661980eeef"},
-]
-
-[package.dependencies]
-numpy = "*"
-packaging = "*"
-scipy = "*"
-
-[package.extras]
-scikit-learn = ["scikit-learn"]
-testing = ["hypothesis", "pandas", "pytest", "scikit-learn"]
-
 [[package]]
 name = "triton"
 version = "2.2.0"
@@ -6591,39 +5997,25 @@ mypy-extensions = ">=0.3.0"
 typing-extensions = ">=3.7.4"
 
 [[package]]
-name = "ucx-py-cu11"
-version = "0.36.0"
-description = "Python Bindings for the Unified Communication X library (UCX)"
-optional = true
-python-versions = ">=3.9"
+name = "tzdata"
+version = "2024.1"
+description = "Provider of IANA time zone data"
+optional = false
+python-versions = ">=2"
 files = [
-    {file = "ucx_py_cu11-0.36.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:766661a13a411d81b98418535a62910b236d586cdd5e0b2b509f473574803376"},
-    {file = "ucx_py_cu11-0.36.0-cp310-cp310-manylinux_2_28_aarch64.whl", hash = "sha256:e8d277c1cdac5846e423029f189a56aed408b036d33d1a8c2458a2fa8e58d7e2"},
-    {file = "ucx_py_cu11-0.36.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b247335bbfa3e5f85d968e16647abf04600aa3841b0581a53208a83421e1bd38"},
-    {file = "ucx_py_cu11-0.36.0-cp39-cp39-manylinux_2_28_aarch64.whl", hash = "sha256:cba8e901f2629737a08c645c03c7e806574bfecb91ccb29d9db3942b08f17e90"},
+    {file = "tzdata-2024.1-py2.py3-none-any.whl", hash = "sha256:9068bc196136463f5245e51efda838afa15aaeca9903f49050dfa2679db4d252"},
+    {file = "tzdata-2024.1.tar.gz", hash = "sha256:2674120f8d891909751c38abcdfd386ac0a5a1127954fbc332af6b5ceae07efd"},
 ]
 
-[package.dependencies]
-numpy = ">=1.21"
-pynvml = ">=11.4.1"
-
-[package.extras]
-test = ["cloudpickle", "cudf-cu11 (==24.2.*)", "cupy-cuda11x (>=12.0.0)", "dask", "distributed", "numba (>=0.57)", "pytest (==7.*)", "pytest-asyncio", "pytest-rerunfailures"]
-
-[package.source]
-type = "legacy"
-url = "https://pypi.nvidia.com"
-reference = "nvidia"
-
 [[package]]
 name = "ultralytics"
-version = "8.1.46"
+version = "8.1.47"
 description = "Ultralytics YOLOv8 for SOTA object detection, multi-object tracking, instance segmentation, pose estimation and image classification."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "ultralytics-8.1.46-py3-none-any.whl", hash = "sha256:611f6d8874367dcb278a19be14f9a33b3352793c3a42a5a5cea27b52cf731a91"},
-    {file = "ultralytics-8.1.46.tar.gz", hash = "sha256:881b172d2e300c0ace33c5314d29bd9958158617ea6276cc1cff4a5fd02d8fb5"},
+    {file = "ultralytics-8.1.47-py3-none-any.whl", hash = "sha256:0c3c2fba4b6758f037c48ac812b8239276c7d9d2863fd5328c070499aedc1fee"},
+    {file = "ultralytics-8.1.47.tar.gz", hash = "sha256:273402e2de47e2b18ff8bde19a07cd47e19f1894dc0faa340cfdb50eb0a69ed7"},
 ]
 
 [package.dependencies]
@@ -6645,7 +6037,7 @@ tqdm = ">=4.64.0"
 [package.extras]
 dev = ["check-manifest", "coverage[toml]", "ipython", "mkdocs-jupyter", "mkdocs-material (>=9.5.9)", "mkdocs-redirects", "mkdocs-ultralytics-plugin (>=0.0.44)", "mkdocstrings[python]", "pre-commit", "pytest", "pytest-cov"]
 explorer = ["duckdb (<=0.9.2)", "lancedb", "streamlit"]
-export = ["coremltools (>=7.0)", "numpy (==1.23.5)", "onnx (>=1.12.0)", "openvino (>=2024.0.0)", "tensorflow (<=2.13.1)", "tensorflowjs (>=3.9.0)"]
+export = ["coremltools (>=7.0)", "h5py (!=3.11.0)", "numpy (==1.23.5)", "onnx (>=1.12.0)", "openvino (>=2024.0.0)", "tensorflow (<=2.13.1)", "tensorflowjs (>=3.9.0)"]
 extra = ["albumentations (>=1.0.3)", "hub-sdk (>=0.0.5)", "ipython", "pycocotools (>=2.0.7)"]
 logging = ["comet", "dvclive (>=2.12.0)", "tensorboard (>=2.13.0)"]
 
@@ -7172,17 +6564,6 @@ files = [
 idna = ">=2.0"
 multidict = ">=4.0"
 
-[[package]]
-name = "zict"
-version = "3.0.0"
-description = "Mutable mapping tools"
-optional = true
-python-versions = ">=3.8"
-files = [
-    {file = "zict-3.0.0-py2.py3-none-any.whl", hash = "sha256:5796e36bd0e0cc8cf0fbc1ace6a68912611c1dbd74750a3f3026b9b9d6a327ae"},
-    {file = "zict-3.0.0.tar.gz", hash = "sha256:e321e263b6a97aafc0790c3cfb3c04656b7066e6738c37fffcca95d803c9fba5"},
-]
-
 [[package]]
 name = "zipp"
 version = "3.18.1"
@@ -7199,9 +6580,12 @@ docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.link
 testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
 
 [extras]
-cuda = []
+cuda11 = []
+cuda12 = []
+minio = ["minio"]
+setfit = ["setfit"]
 
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.9,<3.11"
-content-hash = "768e1c73c25d5067872b497449b1e31564f62d40be4aa56957003d5c9679886f"
+content-hash = "5f637de7daa95eebcd20253c42124ccb71f21a7f492a68a11b07016ef5fce09d"
diff --git a/pyproject.toml b/pyproject.toml
index a71a3d249..34502d935 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -49,26 +49,11 @@ opencv-python = "<=4.8.1.78"
 pydantic-settings = ">=2.0.0"
 minio = {version = ">=7.1.0,<7.2.0", optional=true}
 setfit = {version ="==0.7.0", optional = true}
-
-# Cuda 11
-ucx-py-cu11 = { version ="^0.36", source = "nvidia", optional = true }
-rmm-cu11 = {version = "^24.2.0", source = "nvidia", optional=true}
-raft-dask-cu11 = {version = "^24.2.0", source = "nvidia", optional=true}
-pylibraft-cu11 = {version = "^24.2.0", source = "nvidia", optional=true}
-dask-cudf-cu11 = {version = "^24.2.0", source = "nvidia", optional=true}
-cudf-cu11 = {version = "^24.2.0", source = "nvidia", optional=true}
-cuml-cu11 = {version = "^24.2.0", source = "nvidia", optional=true}
-
-# Cuda12.
-ucx-py-cu12 = { version ="^0.36", source = "nvidia", optional = true }
-rmm-cu12 = {version = "^24.2.0", source = "nvidia", optional=true}
-raft-dask-cu12 = {version = "^24.2.0", source = "nvidia", optional=true}
-pylibraft-cu12 = {version = "^24.2.0", source = "nvidia", optional=true}
-dask-cudf-cu12 = {version = "^24.2.0", source = "nvidia", optional=true}
-cudf-cu12 = {version = "^24.2.0", source = "nvidia", optional=true}
-cuml-cu12 = {version = "^24.2.0", source = "nvidia", optional=true}
 sentencepiece = "^0.2.0"
 
+
+
+
 [tool.poetry.group.dev.dependencies]
 mypy = "^1.8.0"
 invoke = ">=1.6.0"
@@ -76,7 +61,6 @@ pre-commit = "^3.6.1"
 
 
 [tool.poetry.extras]
-cuda = ["ucx-py-cu11", "rmm-cu11", "raft-dask-cu11", "pylibraft-cu11", "dask-cudf-cu11", "cudf-cu11", "cuml-cu11"]
 cuda11 = ["ucx-py-cu11", "rmm-cu11", "raft-dask-cu11", "pylibraft-cu11", "dask-cudf-cu11", "cudf-cu11", "cuml-cu11"]
 cuda12 = [
     "ucx-py-cu12",

From 169e270172297051adc0d2ce8f80c88f14bb2d37 Mon Sep 17 00:00:00 2001
From: dcaustin33 <dcaustin33@gmail.com>
Date: Thu, 11 Apr 2024 12:47:26 -0400
Subject: [PATCH 6/9] Remove from dependency

---
 pyproject.toml | 19 ++++++++++++++++++-
 1 file changed, 18 insertions(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 34502d935..4a90ecadd 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -61,7 +61,24 @@ pre-commit = "^3.6.1"
 
 
 [tool.poetry.extras]
-cuda11 = ["ucx-py-cu11", "rmm-cu11", "raft-dask-cu11", "pylibraft-cu11", "dask-cudf-cu11", "cudf-cu11", "cuml-cu11"]
+cuda = [
+    "ucx-py-cu11",
+    "rmm-cu11",
+    "raft-dask-cu11",
+    "pylibraft-cu11",
+    "dask-cudf-cu11",
+    "cudf-cu11", 
+    "cuml-cu11"
+]
+cuda11 = [
+    "ucx-py-cu11",
+    "rmm-cu11",
+    "raft-dask-cu11",
+    "pylibraft-cu11",
+    "dask-cudf-cu11",
+    "cudf-cu11", 
+    "cuml-cu11"
+]
 cuda12 = [
     "ucx-py-cu12",
     "rmm-cu12",

From 5e1ef42cecf43d159cb79211d31d7ab07540dfb9 Mon Sep 17 00:00:00 2001
From: dcaustin33 <dcaustin33@gmail.com>
Date: Thu, 11 Apr 2024 13:21:28 -0400
Subject: [PATCH 7/9] Passes poetry

---
 poetry.lock    | 1004 ++++++++++++++++++++++++++++++++++++++----------
 pyproject.toml |   23 +-
 2 files changed, 822 insertions(+), 205 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index e1c3b6ea6..e6c65abca 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -749,6 +749,134 @@ tomli = {version = "*", optional = true, markers = "python_full_version <= \"3.1
 [package.extras]
 toml = ["tomli"]
 
+[[package]]
+name = "cuda-python"
+version = "12.4.0"
+description = "Python bindings for CUDA"
+optional = true
+python-versions = "*"
+files = [
+    {file = "cuda_python-12.4.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3a9ddcbfe14a9b38eedf7e98323f680acc8c61ed6529638da2c7d4a5a8787e12"},
+    {file = "cuda_python-12.4.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d9e1a2cf38d71be0c85f1063967409b48badc06fb4294dd72fdf05de852f42fb"},
+    {file = "cuda_python-12.4.0-cp310-cp310-win_amd64.whl", hash = "sha256:8d505667cae5f793435dbe5fcaab4bff4a2a3029024148ce16e4003bae43cf45"},
+    {file = "cuda_python-12.4.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e845338ad9634be2778b787f12f3a05b0116d49610a9a517f017fd91e79b1b97"},
+    {file = "cuda_python-12.4.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6dde31841f204f3de78e5e121252f7c43f1cfcf207ff3a0cf1d1017acb08dabf"},
+    {file = "cuda_python-12.4.0-cp311-cp311-win_amd64.whl", hash = "sha256:43d92a8f7531c5fa8d9d68e24b36dd352d1653353791583c4a3b10a629176fd4"},
+    {file = "cuda_python-12.4.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:84cd4f3a174fc116a6c1496efb3d60a7d4dce791194456461582908653ac67b2"},
+    {file = "cuda_python-12.4.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:dcf44462196af79e34d2516f4416c5e46691a4d6b9faa13e75664115bdc40d4c"},
+    {file = "cuda_python-12.4.0-cp312-cp312-win_amd64.whl", hash = "sha256:07db8b89ac34ba4520b070f8de971f0266229fabe2443608ca91a8b93d572c09"},
+    {file = "cuda_python-12.4.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f2202ed9793c5948282e4e575e8227c127adb29e21fd31cb6d80098f93a2c14e"},
+    {file = "cuda_python-12.4.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7146ed28810c28704649204f83ca60a9609263b3e8f08f77a33e154501cd84dd"},
+    {file = "cuda_python-12.4.0-cp39-cp39-win_amd64.whl", hash = "sha256:de0a2cb4ce6ea8e302010a580576ab78a2e95d015963e0d6933bb2508f65bd6a"},
+]
+
+[[package]]
+name = "cudf-cu12"
+version = "24.2.2"
+description = "cuDF - GPU Dataframe"
+optional = true
+python-versions = ">=3.9"
+files = [
+    {file = "cudf_cu12-24.2.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:32055c4824371421164e33e2d1ea25329fe9b546e0d7d19f3230320438c31525"},
+    {file = "cudf_cu12-24.2.2-cp310-cp310-manylinux_2_28_aarch64.whl", hash = "sha256:0eafe9753e796bc35a060c72ffe09e4778dc6b096269ab8b93bbd89e0bf80110"},
+    {file = "cudf_cu12-24.2.2-cp310-cp310-manylinux_2_28_x86_64.whl", hash = "sha256:95a1dbb03104e60ee7ecfedd479730cecd205e0c1238393968538c6daff8a5e8"},
+    {file = "cudf_cu12-24.2.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ec158eb0835bdd38118f9e01c2bc694a3d13ea35edb193f289bb1059562f967e"},
+    {file = "cudf_cu12-24.2.2-cp39-cp39-manylinux_2_28_aarch64.whl", hash = "sha256:22090598b184b198e94029d3ff9c32f525ff4711aa6e7c127a6263c05ec4e2ac"},
+    {file = "cudf_cu12-24.2.2-cp39-cp39-manylinux_2_28_x86_64.whl", hash = "sha256:0073255248a2eca13324f03ee6e3ccf3be01900984c11ee0e2d5a05493e70ca3"},
+]
+
+[package.dependencies]
+cachetools = "*"
+cuda-python = ">=12.0,<13.0a0"
+cupy-cuda12x = ">=12.0.0"
+fsspec = ">=0.6.0"
+numba = ">=0.57"
+numpy = ">=1.21,<1.25"
+nvtx = ">=0.2.1"
+packaging = "*"
+pandas = ">=1.3,<1.6.0dev0"
+protobuf = ">=4.21,<5"
+pyarrow = ">=14.0.1,<15.0.0a0"
+pynvjitlink-cu12 = "*"
+rich = "*"
+rmm-cu12 = "==24.2.*"
+typing_extensions = ">=4.0.0"
+
+[package.extras]
+cudf-pandas-tests = ["ipython", "openpyxl"]
+pandas-tests = ["beautifulsoup4", "blosc", "boto3", "botocore (>=1.24.21)", "bottleneck", "brotlipy", "fastparquet", "flask", "fsspec", "gcsfs", "html5lib", "hypothesis", "ipython", "jinja2", "lxml", "matplotlib", "moto", "numba", "numexpr", "odfpy", "openpyxl", "pandas-gbq", "psycopg2-binary", "py", "pyarrow", "pymysql", "pyreadstat", "pytest-asyncio", "pytest-reportlog", "python-snappy", "pyxlsb", "s3fs", "scipy", "sqlalchemy", "tables", "tabulate", "xarray", "xlrd", "xlsxwriter", "xlwt", "zstandard"]
+test = ["cramjam", "fastavro (>=0.22.9)", "hypothesis", "msgpack", "pytest (<8)", "pytest-benchmark", "pytest-cases (>=3.8.2)", "pytest-cov", "pytest-xdist", "python-snappy (>=0.6.0)", "scipy", "tokenizers (==0.13.1)", "transformers (==4.24.0)", "tzdata"]
+
+[package.source]
+type = "legacy"
+url = "https://pypi.nvidia.com"
+reference = "nvidia"
+
+[[package]]
+name = "cuml-cu12"
+version = "24.2.0"
+description = "cuML - RAPIDS ML Algorithms"
+optional = true
+python-versions = ">=3.9"
+files = [
+    {file = "cuml_cu12-24.2.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b76a939481c907f87785181e0df88eaa72dce992ab3aafec5ad37a9d1a5fac25"},
+    {file = "cuml_cu12-24.2.0-cp310-cp310-manylinux_2_28_aarch64.whl", hash = "sha256:693a182c63023d2f29cd2af0b9ee3f19e51a1057b2a33a74190c6a24c32195fa"},
+    {file = "cuml_cu12-24.2.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:85327b0d981adadbc7636cad353d688eb13a738d32b69779e040610680fb8208"},
+    {file = "cuml_cu12-24.2.0-cp39-cp39-manylinux_2_28_aarch64.whl", hash = "sha256:030f32014c35bc3b76a70e697c17a85fd76009111e0b022d1f6c07f4a8513041"},
+]
+
+[package.dependencies]
+cudf-cu12 = "==24.2.*"
+cupy-cuda12x = ">=12.0.0"
+dask-cuda = "==24.2.*"
+dask-cudf-cu12 = "==24.2.*"
+joblib = ">=0.11"
+numba = ">=0.57"
+pylibraft-cu12 = "==24.2.*"
+raft-dask-cu12 = "==24.2.*"
+rapids-dask-dependency = "==24.2.*"
+rmm-cu12 = "==24.2.*"
+scipy = ">=1.8.0"
+treelite = "4.0.0"
+
+[package.extras]
+test = ["dask-glm (==0.3.0)", "dask-ml", "hdbscan @ git+https://github.com/scikit-learn-contrib/hdbscan.git@master", "hypothesis (>=6.0,<7)", "nltk", "numpydoc", "pynndescent (==0.5.8)", "pytest (==7.*)", "pytest-benchmark", "pytest-cases", "pytest-cov", "pytest-xdist", "scikit-learn (==1.2)", "seaborn", "statsmodels", "umap-learn (==0.5.3)"]
+
+[package.source]
+type = "legacy"
+url = "https://pypi.nvidia.com"
+reference = "nvidia"
+
+[[package]]
+name = "cupy-cuda12x"
+version = "13.0.0"
+description = "CuPy: NumPy & SciPy for GPU"
+optional = true
+python-versions = ">=3.9"
+files = [
+    {file = "cupy_cuda12x-13.0.0-cp310-cp310-manylinux2014_aarch64.whl", hash = "sha256:a59a271c2e7bb08eb5afc34ce69fbfd3ee1b9700bafbdf43e7e994b15ddc670e"},
+    {file = "cupy_cuda12x-13.0.0-cp310-cp310-manylinux2014_x86_64.whl", hash = "sha256:79ff0786dce91f3e940f1388ae370e3e612ac09d4578362805047da0845377ab"},
+    {file = "cupy_cuda12x-13.0.0-cp310-cp310-win_amd64.whl", hash = "sha256:9387713644d4951a5bd381db213c6410add212a7ebee6631c03ca543e1ab3053"},
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+numpy = ">=1.22,<1.29"
+
+[package.extras]
+all = ["Cython (>=0.29.22,<3)", "optuna (>=2.0)", "scipy (>=1.7,<1.14)"]
+stylecheck = ["autopep8 (==1.5.5)", "flake8 (==3.8.4)", "mypy (==1.4.1)", "pbr (==5.5.1)", "pycodestyle (==2.6.0)", "types-setuptools (==57.4.14)"]
+test = ["hypothesis (>=6.37.2,<6.55.0)", "pytest (>=7.2)"]
+
 [[package]]
 name = "cycler"
 version = "0.12.1"
@@ -808,20 +936,20 @@ files = [
 
 [[package]]
 name = "dask"
-version = "2024.4.1"
+version = "2024.1.1"
 description = "Parallel PyData with Task Scheduling"
 optional = false
 python-versions = ">=3.9"
 files = [
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+importlib-metadata = ">=4.13.0"
 packaging = ">=20.0"
 partd = ">=1.2.0"
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-dataframe = ["dask-expr (>=1.0,<1.1)", "dask[array]", "pandas (>=1.3)"]
+dataframe = ["dask[array]", "pandas (>=1.3)"]
 diagnostics = ["bokeh (>=2.4.2)", "jinja2 (>=2.10.3)"]
-distributed = ["distributed (==2024.4.1)"]
+distributed = ["distributed (==2024.1.1)"]
 test = ["pandas[test]", "pre-commit", "pytest", "pytest-cov", "pytest-rerunfailures", "pytest-timeout", "pytest-xdist"]
 
+[[package]]
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+python-versions = ">=3.9"
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+
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+version = "24.2.2"
+description = "Utilities for Dask and cuDF interactions"
+optional = true
+python-versions = ">=3.9"
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+numpy = ">=1.21,<1.25"
+pandas = ">=1.3,<1.6.0dev0"
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+
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+
+[package.source]
+type = "legacy"
+url = "https://pypi.nvidia.com"
+reference = "nvidia"
+
 [[package]]
 name = "datasets"
 version = "2.18.0"
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+description = "Distributed scheduler for Dask"
+optional = true
+python-versions = ">=3.9"
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+urllib3 = ">=1.24.3"
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+
 [[package]]
 name = "docutils"
 version = "0.20.1"
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 tornado = {version = "*", markers = "python_version > \"2.7\""}
 
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 tests = ["pytest (>=4.6)"]
 
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 name = "pyarrow-hotfix"
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 [package.dependencies]
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 tests = ["coverage[toml] (==5.0.4)", "pytest (>=6.0.0,<7.0.0)"]
 
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+    {file = "pylibraft_cu12-24.2.0-cp310-cp310-manylinux_2_28_aarch64.whl", hash = "sha256:026ad7a5864f161d7638899a78730db1f8975e99ec72e68efdb290d874392c27"},
+    {file = "pylibraft_cu12-24.2.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b50ca4b9367007000c50fe58a4ee63648d878d78af5fc12c3fa55d3e329a62be"},
+    {file = "pylibraft_cu12-24.2.0-cp39-cp39-manylinux_2_28_aarch64.whl", hash = "sha256:1e036c731c1e93945c235c3185f761617318ca66681838a12cf5030b5d0474dd"},
+]
+
+[package.dependencies]
+cuda-python = ">=12.0,<13.0a0"
+numpy = ">=1.21"
+rmm-cu12 = "==24.2.*"
+
+[package.extras]
+test = ["cupy-cuda12x (>=12.0.0)", "pytest (==7.*)", "pytest-cov", "scikit-learn", "scipy"]
+
+[package.source]
+type = "legacy"
+url = "https://pypi.nvidia.com"
+reference = "nvidia"
+
+[[package]]
+name = "pynvjitlink-cu12"
+version = "0.1.14"
+description = "A fake package to warn the user they are not installing the correct package."
+optional = true
+python-versions = ">=3.9"
+files = [
+    {file = "pynvjitlink-cu12-0.1.14.tar.gz", hash = "sha256:430c1aa161d81effd6a461a0273c6769acc128f9e7174096e700b7cfbad1a45f"},
+]
+
+[[package]]
+name = "pynvml"
+version = "11.4.1"
+description = "Python Bindings for the NVIDIA Management Library"
+optional = true
+python-versions = ">=3.6"
+files = [
+    {file = "pynvml-11.4.1-py3-none-any.whl", hash = "sha256:d27be542cd9d06558de18e2deffc8022ccd7355bc7382255d477038e7e424c6c"},
+    {file = "pynvml-11.4.1.tar.gz", hash = "sha256:b2e4a33b80569d093b513f5804db0c7f40cfc86f15a013ae7a8e99c5e175d5dd"},
+]
+
 [[package]]
 name = "pyparsing"
 version = "3.1.2"
@@ -4009,6 +4475,50 @@ files = [
     {file = "PyYAML-6.0.1.tar.gz", hash = "sha256:bfdf460b1736c775f2ba9f6a92bca30bc2095067b8a9d77876d1fad6cc3b4a43"},
 ]
 
+[[package]]
+name = "raft-dask-cu12"
+version = "24.2.0"
+description = "Reusable Accelerated Functions & Tools Dask Infrastructure"
+optional = true
+python-versions = ">=3.9"
+files = [
+    {file = "raft_dask_cu12-24.2.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:db088928e9d3d3396a952c38a1fbab85c2963e9e5ae73be37fb3826319f0a38e"},
+    {file = "raft_dask_cu12-24.2.0-cp310-cp310-manylinux_2_28_aarch64.whl", hash = "sha256:c7a11867763b1c13f553a94100ddc4119a8d1e7eead5bc65348286b8b175c7e0"},
+    {file = "raft_dask_cu12-24.2.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:bab9d3dd53fc2b6012392110321070e8651f49d2962b2dba4e404a3ea48cd0cc"},
+    {file = "raft_dask_cu12-24.2.0-cp39-cp39-manylinux_2_28_aarch64.whl", hash = "sha256:b92b878efb4e99ad489f44025732f16e53702b4f74f9c202df5f31d9c57bddc1"},
+]
+
+[package.dependencies]
+dask-cuda = "==24.2.*"
+joblib = ">=0.11"
+numba = ">=0.57"
+numpy = ">=1.21"
+pylibraft-cu12 = "==24.2.*"
+rapids-dask-dependency = "==24.2.*"
+ucx-py-cu12 = "==0.36.*"
+
+[package.extras]
+test = ["pytest (==7.*)", "pytest-cov"]
+
+[package.source]
+type = "legacy"
+url = "https://pypi.nvidia.com"
+reference = "nvidia"
+
+[[package]]
+name = "rapids-dask-dependency"
+version = "24.2.0"
+description = "Dask and Distributed version pinning for RAPIDS"
+optional = true
+python-versions = "*"
+files = [
+    {file = "rapids_dask_dependency-24.2.0-py3-none-any.whl", hash = "sha256:3e9ee679c34251cfcbe534c2251db482e3121087bdbe3f48e85b42a45e5f062e"},
+]
+
+[package.dependencies]
+dask = "2024.1.1"
+distributed = "2024.1.1"
+
 [[package]]
 name = "referencing"
 version = "0.34.0"
@@ -4199,6 +4709,32 @@ pygments = ">=2.13.0,<3.0.0"
 [package.extras]
 jupyter = ["ipywidgets (>=7.5.1,<9)"]
 
+[[package]]
+name = "rmm-cu12"
+version = "24.2.0"
+description = "rmm - RAPIDS Memory Manager"
+optional = true
+python-versions = ">=3.9"
+files = [
+    {file = "rmm_cu12-24.2.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:764f5704af8d053b07a42e1083f1942ccba73923b31f641158554fbb438a9b18"},
+    {file = "rmm_cu12-24.2.0-cp310-cp310-manylinux_2_28_aarch64.manylinux_2_24_aarch64.whl", hash = "sha256:6e31766e8629526c2bec639d75bc6dc0a726ddd0dd52486cc5e3f114df6b4b16"},
+    {file = "rmm_cu12-24.2.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b5f1a13bd7012380b1eb81b92f91ef0d92a61e89d71eb4f9d41deda415e9bab0"},
+    {file = "rmm_cu12-24.2.0-cp39-cp39-manylinux_2_28_aarch64.manylinux_2_24_aarch64.whl", hash = "sha256:79ac3ebf33a493c5b2f1a8c7ee2ad85081f6a54a935c72740c6404fd6497ce5b"},
+]
+
+[package.dependencies]
+cuda-python = ">=12.0,<13.0a0"
+numba = ">=0.57"
+numpy = ">=1.21"
+
+[package.extras]
+test = ["pytest", "pytest-cov"]
+
+[package.source]
+type = "legacy"
+url = "https://pypi.nvidia.com"
+reference = "nvidia"
+
 [[package]]
 name = "rpds-py"
 version = "0.18.0"
@@ -4726,6 +5262,17 @@ files = [
     {file = "snowballstemmer-2.2.0.tar.gz", hash = "sha256:09b16deb8547d3412ad7b590689584cd0fe25ec8db3be37788be3810cbf19cb1"},
 ]
 
+[[package]]
+name = "sortedcontainers"
+version = "2.4.0"
+description = "Sorted Containers -- Sorted List, Sorted Dict, Sorted Set"
+optional = true
+python-versions = "*"
+files = [
+    {file = "sortedcontainers-2.4.0-py2.py3-none-any.whl", hash = "sha256:a163dcaede0f1c021485e957a39245190e74249897e2ae4b2aa38595db237ee0"},
+    {file = "sortedcontainers-2.4.0.tar.gz", hash = "sha256:25caa5a06cc30b6b83d11423433f65d1f9d76c4c6a0c90e3379eaa43b9bfdb88"},
+]
+
 [[package]]
 name = "soupsieve"
 version = "2.5"
@@ -5143,6 +5690,17 @@ files = [
 [package.extras]
 widechars = ["wcwidth"]
 
+[[package]]
+name = "tblib"
+version = "3.0.0"
+description = "Traceback serialization library."
+optional = true
+python-versions = ">=3.8"
+files = [
+    {file = "tblib-3.0.0-py3-none-any.whl", hash = "sha256:80a6c77e59b55e83911e1e607c649836a69c103963c5f28a46cbeef44acf8129"},
+    {file = "tblib-3.0.0.tar.gz", hash = "sha256:93622790a0a29e04f0346458face1e144dc4d32f493714c6c3dff82a4adb77e6"},
+]
+
 [[package]]
 name = "tenacity"
 version = "8.2.3"
@@ -5879,6 +6437,30 @@ torchhub = ["filelock", "huggingface-hub (>=0.19.3,<1.0)", "importlib-metadata",
 video = ["av (==9.2.0)", "decord (==0.6.0)"]
 vision = ["Pillow (>=10.0.1,<=15.0)"]
 
+[[package]]
+name = "treelite"
+version = "4.0.0"
+description = "Treelite: Universal model exchange format for decision tree forests"
+optional = true
+python-versions = ">=3.8"
+files = [
+    {file = "treelite-4.0.0-py3-none-macosx_10_15_x86_64.macosx_11_0_x86_64.macosx_12_0_x86_64.whl", hash = "sha256:2b82b933c1e0866d9e29e4f7acfe0e715ce19ffb6f070d766e38e7ea0df969d2"},
+    {file = "treelite-4.0.0-py3-none-macosx_12_0_arm64.whl", hash = "sha256:5626ac48477d5809cd48c0365f1b4b0bbaa87da89fc3c7245711ce44c23c7183"},
+    {file = "treelite-4.0.0-py3-none-manylinux2014_aarch64.whl", hash = "sha256:aa258413168fe7ac046c260f1d8c4e4882038d38ed2a71b901298d7257e61a2a"},
+    {file = "treelite-4.0.0-py3-none-manylinux2014_x86_64.whl", hash = "sha256:dd70a0ebdb0319a35538709b01c8da4ec5ee54fff56b6214c073e03e75f6405b"},
+    {file = "treelite-4.0.0-py3-none-win_amd64.whl", hash = "sha256:536afdb412ac932aa51f0607457bfa463ee10f2184befa7f4c94a1f7f8f79f10"},
+    {file = "treelite-4.0.0.tar.gz", hash = "sha256:1cd60a01fb868c15167c9503987d8ffbbccad0b596279ea332a0a1661980eeef"},
+]
+
+[package.dependencies]
+numpy = "*"
+packaging = "*"
+scipy = "*"
+
+[package.extras]
+scikit-learn = ["scikit-learn"]
+testing = ["hypothesis", "pandas", "pytest", "scikit-learn"]
+
 [[package]]
 name = "triton"
 version = "2.2.0"
@@ -5997,16 +6579,30 @@ mypy-extensions = ">=0.3.0"
 typing-extensions = ">=3.7.4"
 
 [[package]]
-name = "tzdata"
-version = "2024.1"
-description = "Provider of IANA time zone data"
-optional = false
-python-versions = ">=2"
+name = "ucx-py-cu12"
+version = "0.36.0"
+description = "Python Bindings for the Unified Communication X library (UCX)"
+optional = true
+python-versions = ">=3.9"
 files = [
-    {file = "tzdata-2024.1-py2.py3-none-any.whl", hash = "sha256:9068bc196136463f5245e51efda838afa15aaeca9903f49050dfa2679db4d252"},
-    {file = "tzdata-2024.1.tar.gz", hash = "sha256:2674120f8d891909751c38abcdfd386ac0a5a1127954fbc332af6b5ceae07efd"},
+    {file = "ucx_py_cu12-0.36.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:cdacf11caa22c28ce0543963ce2ccdd8171028ee14e7319f97f200197f32b419"},
+    {file = "ucx_py_cu12-0.36.0-cp310-cp310-manylinux_2_28_aarch64.whl", hash = "sha256:710a089c51f8df2687748ed3d9491e683423fbce0cf3174666ecdeab876b1621"},
+    {file = "ucx_py_cu12-0.36.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:de00d043411df43a272ee32d8815ef5e3c6d5c171b2f20f73c1e94c77f082cb1"},
+    {file = "ucx_py_cu12-0.36.0-cp39-cp39-manylinux_2_28_aarch64.whl", hash = "sha256:a1c992c4cbc1fa2a70c993128e3b97e0533842e15c3f4a31cbe9e792a96b8593"},
 ]
 
+[package.dependencies]
+numpy = ">=1.21"
+pynvml = ">=11.4.1"
+
+[package.extras]
+test = ["cloudpickle", "cudf-cu12 (==24.2.*)", "cupy-cuda12x (>=12.0.0)", "dask", "distributed", "numba (>=0.57)", "pytest (==7.*)", "pytest-asyncio", "pytest-rerunfailures"]
+
+[package.source]
+type = "legacy"
+url = "https://pypi.nvidia.com"
+reference = "nvidia"
+
 [[package]]
 name = "ultralytics"
 version = "8.1.47"
@@ -6564,6 +7160,17 @@ files = [
 idna = ">=2.0"
 multidict = ">=4.0"
 
+[[package]]
+name = "zict"
+version = "3.0.0"
+description = "Mutable mapping tools"
+optional = true
+python-versions = ">=3.8"
+files = [
+    {file = "zict-3.0.0-py2.py3-none-any.whl", hash = "sha256:5796e36bd0e0cc8cf0fbc1ace6a68912611c1dbd74750a3f3026b9b9d6a327ae"},
+    {file = "zict-3.0.0.tar.gz", hash = "sha256:e321e263b6a97aafc0790c3cfb3c04656b7066e6738c37fffcca95d803c9fba5"},
+]
+
 [[package]]
 name = "zipp"
 version = "3.18.1"
@@ -6580,12 +7187,13 @@ docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.link
 testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
 
 [extras]
+cuda = []
 cuda11 = []
-cuda12 = []
+cuda12 = ["cudf-cu12", "cuml-cu12", "dask-cudf-cu12", "pylibraft-cu12", "raft-dask-cu12", "rmm-cu12", "ucx-py-cu12"]
 minio = ["minio"]
 setfit = ["setfit"]
 
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.9,<3.11"
-content-hash = "5f637de7daa95eebcd20253c42124ccb71f21a7f492a68a11b07016ef5fce09d"
+content-hash = "210fa5c5a1d9c78057a331f5e62d94cb63cafabac5c7bd0c2927a50efaddfbad"
diff --git a/pyproject.toml b/pyproject.toml
index 4a90ecadd..a370f9c24 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -51,6 +51,15 @@ minio = {version = ">=7.1.0,<7.2.0", optional=true}
 setfit = {version ="==0.7.0", optional = true}
 sentencepiece = "^0.2.0"
 
+# cuda dependencies
+ucx-py-cu12 = { version ="^0.36", source = "nvidia", optional = true }
+rmm-cu12 = {version = "^24.2.0", source = "nvidia", optional=true}
+raft-dask-cu12 = {version = "^24.2.0", source = "nvidia", optional=true}
+pylibraft-cu12 = {version = "^24.2.0", source = "nvidia", optional=true}
+dask-cudf-cu12 = {version = "^24.2.0", source = "nvidia", optional=true}
+cudf-cu12 = {version = "^24.2.0", source = "nvidia", optional=true}
+cuml-cu12 = {version = "^24.2.0", source = "nvidia", optional=true}
+
 
 
 
@@ -62,13 +71,13 @@ pre-commit = "^3.6.1"
 
 [tool.poetry.extras]
 cuda = [
-    "ucx-py-cu11",
-    "rmm-cu11",
-    "raft-dask-cu11",
-    "pylibraft-cu11",
-    "dask-cudf-cu11",
-    "cudf-cu11", 
-    "cuml-cu11"
+    "ucx-py-cu12",
+    "rmm-cu12",
+    "raft-dask-cu12",
+    "pylibraft-cu12",
+    "dask-cudf-cu12",
+    "cudf-cu12",
+    "cuml-cu12"
 ]
 cuda11 = [
     "ucx-py-cu11",

From 7dcdd2d30191254d19d3f6571cb81b0e55f2ae2f Mon Sep 17 00:00:00 2001
From: dcaustin33 <dcaustin33@gmail.com>
Date: Tue, 16 Apr 2024 17:21:57 -0400
Subject: [PATCH 8/9] pin tf

---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index a370f9c24..eb814e2f4 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -117,7 +117,7 @@ freezegun = ">=1.2.2"
 coverage = { version = ">=7.0.5", extras = ["toml"] }
 pytest-cov = ">=4.0.0"
 scikit-learn = ">=1.0"
-tensorflow = ">=2.9.1"
+tensorflow = "<=2.15.0"
 pytest-env = ">=0.8.1"
 pytest-xdist = ">=2.4.0"
 types-setuptools = ">=67.3.0.1"

From 44bbfbf495a732ce2945c14ef715cac1ebc5d9ae Mon Sep 17 00:00:00 2001
From: Elliott <echartock3@gmail.com>
Date: Tue, 16 Apr 2024 20:45:35 -0400
Subject: [PATCH 9/9] merge main and fix lock

---
 dataquality/__init__.py |   2 +-
 poetry.lock             | 484 ++++++++++++++++++++++------------------
 pyproject.toml          |   1 +
 3 files changed, 266 insertions(+), 221 deletions(-)

diff --git a/dataquality/__init__.py b/dataquality/__init__.py
index 2672a0311..04a00814b 100644
--- a/dataquality/__init__.py
+++ b/dataquality/__init__.py
@@ -30,7 +30,7 @@
         dataquality.get_insights()
 """
 
-__version__ = "2.0.2"
+__version__ = "2.1.0"
 
 import sys
 from typing import Any, List, Optional
diff --git a/poetry.lock b/poetry.lock
index e6c65abca..9138f7583 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.5.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand.
 
 [[package]]
 name = "absl-py"
@@ -1694,6 +1694,47 @@ files = [
     {file = "gast-0.5.4.tar.gz", hash = "sha256:9c270fe5f4b130969b54174de7db4e764b09b4f7f67ccfc32480e29f78348d97"},
 ]
 
+[[package]]
+name = "google-auth"
+version = "2.29.0"
+description = "Google Authentication Library"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "google-auth-2.29.0.tar.gz", hash = "sha256:672dff332d073227550ffc7457868ac4218d6c500b155fe6cc17d2b13602c360"},
+    {file = "google_auth-2.29.0-py2.py3-none-any.whl", hash = "sha256:d452ad095688cd52bae0ad6fafe027f6a6d6f560e810fec20914e17a09526415"},
+]
+
+[package.dependencies]
+cachetools = ">=2.0.0,<6.0"
+pyasn1-modules = ">=0.2.1"
+rsa = ">=3.1.4,<5"
+
+[package.extras]
+aiohttp = ["aiohttp (>=3.6.2,<4.0.0.dev0)", "requests (>=2.20.0,<3.0.0.dev0)"]
+enterprise-cert = ["cryptography (==36.0.2)", "pyopenssl (==22.0.0)"]
+pyopenssl = ["cryptography (>=38.0.3)", "pyopenssl (>=20.0.0)"]
+reauth = ["pyu2f (>=0.1.5)"]
+requests = ["requests (>=2.20.0,<3.0.0.dev0)"]
+
+[[package]]
+name = "google-auth-oauthlib"
+version = "1.0.0"
+description = "Google Authentication Library"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "google-auth-oauthlib-1.0.0.tar.gz", hash = "sha256:e375064964820b47221a7e1b7ee1fd77051b6323c3f9e3e19785f78ab67ecfc5"},
+    {file = "google_auth_oauthlib-1.0.0-py2.py3-none-any.whl", hash = "sha256:95880ca704928c300f48194d1770cf5b1462835b6e49db61445a520f793fd5fb"},
+]
+
+[package.dependencies]
+google-auth = ">=2.15.0"
+requests-oauthlib = ">=0.7.0"
+
+[package.extras]
+tool = ["click (>=6.0.0)"]
+
 [[package]]
 name = "google-pasta"
 version = "0.2.0"
@@ -2151,24 +2192,15 @@ files = [
 
 [[package]]
 name = "keras"
-version = "3.2.1"
-description = "Multi-backend Keras."
+version = "2.14.0"
+description = "Deep learning for humans."
 optional = false
 python-versions = ">=3.9"
 files = [
-    {file = "keras-3.2.1-py3-none-any.whl", hash = "sha256:0be1e89b041e697be562d8422ecb958ee5481acfc089913200926c561d258a03"},
-    {file = "keras-3.2.1.tar.gz", hash = "sha256:966abbf0dfc1f9725f6293fb2a04ec83f56cd2a800990b38d1a03041255214a7"},
+    {file = "keras-2.14.0-py3-none-any.whl", hash = "sha256:d7429d1d2131cc7eb1f2ea2ec330227c7d9d38dab3dfdf2e78defee4ecc43fcd"},
+    {file = "keras-2.14.0.tar.gz", hash = "sha256:22788bdbc86d9988794fe9703bb5205141da797c4faeeb59497c58c3d94d34ed"},
 ]
 
-[package.dependencies]
-absl-py = "*"
-h5py = "*"
-ml-dtypes = "*"
-namex = "*"
-numpy = "*"
-optree = "*"
-rich = "*"
-
 [[package]]
 name = "kiwisolver"
 version = "1.4.5"
@@ -2671,34 +2703,34 @@ urllib3 = "*"
 
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+version = "0.2.0"
 description = ""
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+python-versions = ">=3.7"
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 [package.dependencies]
 numpy = [
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-    {version = ">=1.21.2", markers = "python_version >= \"3.10\""},
+    {version = ">=1.21.2", markers = "python_version > \"3.9\""},
+    {version = ">1.20", markers = "python_version <= \"3.9\""},
 ]
 
 [package.extras]
@@ -3035,17 +3067,6 @@ rtd = ["ipython", "pydata-sphinx-theme (==v0.13.0rc4)", "sphinx-autodoc2 (>=0.4.
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 testing-docutils = ["pygments", "pytest (>=7,<8)", "pytest-param-files (>=0.3.4,<0.4.0)"]
 
-[[package]]
-name = "namex"
-version = "0.0.7"
-description = "A simple utility to separate the implementation of your Python package and its public API surface."
-optional = false
-python-versions = "*"
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-
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 version = "1.6.0"
@@ -3321,6 +3342,22 @@ files = [
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 ]
 
+[[package]]
+name = "oauthlib"
+version = "3.2.2"
+description = "A generic, spec-compliant, thorough implementation of the OAuth request-signing logic"
+optional = false
+python-versions = ">=3.6"
+files = [
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+]
+
+[package.extras]
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+signals = ["blinker (>=1.4.0)"]
+signedtoken = ["cryptography (>=3.0.0)", "pyjwt (>=2.0.0,<3)"]
+
 [[package]]
 name = "opencv-python"
 version = "4.8.1.78"
@@ -3339,12 +3376,10 @@ files = [
 
 [package.dependencies]
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+    {version = ">=1.21.2", markers = "platform_system != \"Darwin\" and python_version >= \"3.10\""},
+    {version = ">=1.19.3", markers = "platform_system == \"Linux\" and platform_machine == \"aarch64\" and python_version >= \"3.8\" and python_version < \"3.10\" or python_version > \"3.9\" and python_version < \"3.10\" or python_version >= \"3.9\" and platform_system != \"Darwin\" and python_version < \"3.10\" or python_version >= \"3.9\" and platform_machine != \"arm64\" and python_version < \"3.10\""},
+    {version = ">=1.21.0", markers = "python_version == \"3.9\" and platform_system == \"Darwin\" and platform_machine == \"arm64\""},
 ]
 
 [[package]]
@@ -3365,66 +3400,6 @@ numpy = ">=1.7"
 docs = ["numpydoc", "sphinx (==1.2.3)", "sphinx-rtd-theme", "sphinxcontrib-napoleon"]
 tests = ["pytest", "pytest-cov", "pytest-pep8"]
 
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-python-versions = ">=3.7"
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-lint = ["black (>=22.6.0)", "cpplint", "doc8 (<1.0.0a0)", "flake8", "flake8-bugbear", "flake8-comprehensions", "flake8-docstrings", "flake8-pyi", "flake8-simplify", "isort (>=5.11.0)", "mypy (>=0.990)", "pre-commit", "pydocstyle", "pyenchant", "pylint[spelling] (>=2.15.0)", "ruff", "xdoctest"]
-numpy = ["numpy"]
-test = ["pytest", "pytest-cov", "pytest-xdist"]
-torch = ["torch"]
-
 [[package]]
 name = "packaging"
 version = "24.0"
@@ -3474,8 +3449,8 @@ files = [
 
 [package.dependencies]
 numpy = [
-    {version = ">=1.20.3", markers = "python_version < \"3.10\""},
     {version = ">=1.21.0", markers = "python_version >= \"3.10\""},
+    {version = ">=1.20.3", markers = "python_version < \"3.10\""},
 ]
 python-dateutil = ">=2.8.1"
 pytz = ">=2020.1"
@@ -3944,6 +3919,31 @@ files = [
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 ]
 
+[[package]]
+name = "pyasn1"
+version = "0.6.0"
+description = "Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)"
+optional = false
+python-versions = ">=3.8"
+files = [
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+]
+
+[[package]]
+name = "pyasn1-modules"
+version = "0.4.0"
+description = "A collection of ASN.1-based protocols modules"
+optional = false
+python-versions = ">=3.8"
+files = [
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+]
+
+[package.dependencies]
+pyasn1 = ">=0.4.6,<0.7.0"
+
 [[package]]
 name = "pydantic"
 version = "2.7.0"
@@ -4657,6 +4657,24 @@ urllib3 = ">=1.21.1,<3"
 socks = ["PySocks (>=1.5.6,!=1.5.7)"]
 use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 
+[[package]]
+name = "requests-oauthlib"
+version = "2.0.0"
+description = "OAuthlib authentication support for Requests."
+optional = false
+python-versions = ">=3.4"
+files = [
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+
+[package.dependencies]
+oauthlib = ">=3.0.0"
+requests = ">=2.0.0"
+
+[package.extras]
+rsa = ["oauthlib[signedtoken] (>=3.0.0)"]
+
 [[package]]
 name = "resource"
 version = "0.2.1"
@@ -4843,6 +4861,20 @@ files = [
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 ]
 
+[[package]]
+name = "rsa"
+version = "4.9"
+description = "Pure-Python RSA implementation"
+optional = false
+python-versions = ">=3.6,<4"
+files = [
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+]
+
+[package.dependencies]
+pyasn1 = ">=0.1.3"
+
 [[package]]
 name = "safetensors"
 version = "0.4.2"
@@ -5717,20 +5749,23 @@ doc = ["reno", "sphinx", "tornado (>=4.5)"]
 
 [[package]]
 name = "tensorboard"
-version = "2.16.2"
+version = "2.14.1"
 description = "TensorBoard lets you watch Tensors Flow"
 optional = false
 python-versions = ">=3.9"
 files = [
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 [package.dependencies]
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 markdown = ">=2.6.8"
 numpy = ">=1.12.0"
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+requests = ">=2.21.0,<3"
 setuptools = ">=41.0.0"
 six = ">1.9"
 tensorboard-data-server = ">=0.7.0,<0.8.0"
@@ -5750,31 +5785,26 @@ files = [
 
 [[package]]
 name = "tensorflow"
-version = "2.16.1"
+version = "2.14.1"
 description = "TensorFlow is an open source machine learning framework for everyone."
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 python-versions = ">=3.9"
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 ]
 
 [package.dependencies]
@@ -5784,25 +5814,35 @@ flatbuffers = ">=23.5.26"
 gast = ">=0.2.1,<0.5.0 || >0.5.0,<0.5.1 || >0.5.1,<0.5.2 || >0.5.2"
 google-pasta = ">=0.1.1"
 grpcio = ">=1.24.3,<2.0"
-h5py = ">=3.10.0"
-keras = ">=3.0.0"
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+numpy = ">=1.23.5,<2.0.0"
 opt-einsum = ">=2.3.2"
 packaging = "*"
 protobuf = ">=3.20.3,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<5.0.0dev"
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-tensorboard = ">=2.16,<2.17"
-tensorflow-io-gcs-filesystem = {version = ">=0.23.1", markers = "python_version < \"3.12\""}
+tensorboard = ">=2.14,<2.15"
+tensorflow-estimator = ">=2.14.0,<2.15"
+tensorflow-io-gcs-filesystem = ">=0.23.1"
 termcolor = ">=1.1.0"
 typing-extensions = ">=3.6.6"
-wrapt = ">=1.11.0"
+wrapt = ">=1.11.0,<1.15"
 
 [package.extras]
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+
+[[package]]
+name = "tensorflow-estimator"
+version = "2.14.0"
+description = "TensorFlow Estimator."
+optional = false
+python-versions = ">=3.7"
+files = [
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+]
 
 [[package]]
 name = "tensorflow-io-gcs-filesystem"
@@ -6836,81 +6876,85 @@ files = [
 
 [[package]]
 name = "wrapt"
-version = "1.16.0"
+version = "1.14.1"
 description = "Module for decorators, wrappers and monkey patching."
 optional = false
-python-versions = ">=3.6"
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 ]
 
 [[package]]
@@ -7187,7 +7231,7 @@ docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.link
 testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
 
 [extras]
-cuda = []
+cuda = ["cudf-cu12", "cuml-cu12", "dask-cudf-cu12", "pylibraft-cu12", "raft-dask-cu12", "rmm-cu12", "ucx-py-cu12"]
 cuda11 = []
 cuda12 = ["cudf-cu12", "cuml-cu12", "dask-cudf-cu12", "pylibraft-cu12", "raft-dask-cu12", "rmm-cu12", "ucx-py-cu12"]
 minio = ["minio"]
@@ -7196,4 +7240,4 @@ setfit = ["setfit"]
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.9,<3.11"
-content-hash = "210fa5c5a1d9c78057a331f5e62d94cb63cafabac5c7bd0c2927a50efaddfbad"
+content-hash = "3f1d32e0771aaedf7c09ab040ee46b46756b68289f664d55d8a6fa4966c5c381"
diff --git a/pyproject.toml b/pyproject.toml
index eb814e2f4..af471a573 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -59,6 +59,7 @@ pylibraft-cu12 = {version = "^24.2.0", source = "nvidia", optional=true}
 dask-cudf-cu12 = {version = "^24.2.0", source = "nvidia", optional=true}
 cudf-cu12 = {version = "^24.2.0", source = "nvidia", optional=true}
 cuml-cu12 = {version = "^24.2.0", source = "nvidia", optional=true}
+tensorflow = ">=2.9.1,<2.15.0"