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Some more small fixes #3

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merged 1 commit into from
Jan 25, 2025
Merged

Some more small fixes #3

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2 changes: 2 additions & 0 deletions .github/workflows/docs.yml
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Original file line number Diff line number Diff line change
Expand Up @@ -28,7 +28,9 @@ jobs:
- name: Render & Publish Docs
shell: bash -l {0}
run: |
set -e
source .venv/bin/activate
bash docs/marimo_examples_to_quarto.sh
quartodoc build --config docs/_quarto.yml
quarto render docs/

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2 changes: 1 addition & 1 deletion README.md
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Original file line number Diff line number Diff line change
@@ -1,6 +1,6 @@
<div align="center">

<img src="docs/assets/main_logo.svg"" align="center" alt="CaML Logo" height="auto" width=500px/>
<img src="docs/assets/main_logo.svg" align="center" alt="CaML Logo" height="auto" width=500px/>

[![image](https://img.shields.io/pypi/v/caml.svg)](https://pypi.python.org/pypi/caml)
[![pre-commit](https://img.shields.io/badge/pre--commit-enabled-brightgreen?logo=pre-commit&logoColor=white)](https://github.com/pre-commit/pre-commit)
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15 changes: 9 additions & 6 deletions docs/03_Examples/Synthetic Data Generation.qmd
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Expand Up @@ -25,13 +25,13 @@ data = CamlSyntheticDataGenerator(n_obs=10_000,
n_cont_confounders=1,
n_binary_confounders=1,
n_discrete_confounders=1,
n_cont_heterogeneity_covariates=1,
n_binary_heterogeneity_covariates=1,
n_discrete_heterogeneity_covariates=1,
n_heterogeneity_confounders=1,
n_cont_modifiers=1,
n_binary_modifiers=1,
n_discrete_modifiers=1,
n_confounding_modifiers=1,
stddev_outcome_noise=3,
stddev_treatment_noise=3,
causal_model_functional_form="fully_nonlinear",
causal_model_functional_form="linear",
n_nonlinear_transformations=10,
n_nonlinear_interactions=5,
seed=15)
Expand All @@ -46,7 +46,9 @@ data.df
## DGP

```{python}
data.dgp
for k,v in data.dgp.items():
print(k)
print(v)
```

## True Conditional Average Treatment Effects (CATEs)
Expand All @@ -60,3 +62,4 @@ data.cates
```{python}
data.ates
```

3 changes: 3 additions & 0 deletions docs/_quarto.yml
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Expand Up @@ -12,6 +12,9 @@ format:
table-scroll: true
code-fold: true

execute:
error: halt

website:
title: CaML - Causal ML
favicon: assets/logo_no_text.svg
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48 changes: 25 additions & 23 deletions docs/assets/marimo/Synthetic Data Generation.ipynb
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Expand Up @@ -12,7 +12,9 @@
}
},
"outputs": [],
"source": []
"source": [
"import marimo as mo"
]
},
{
"cell_type": "markdown",
Expand Down Expand Up @@ -47,27 +49,25 @@
"metadata": {},
"outputs": [],
"source": [
"data = CamlSyntheticDataGenerator(\n",
" n_obs=10_000,\n",
" n_cont_outcomes=1,\n",
" n_binary_outcomes=1,\n",
" n_cont_treatments=1,\n",
" n_binary_treatments=1,\n",
" n_discrete_treatments=1,\n",
" n_cont_confounders=1,\n",
" n_binary_confounders=1,\n",
" n_discrete_confounders=1,\n",
" n_cont_heterogeneity_covariates=1,\n",
" n_binary_heterogeneity_covariates=1,\n",
" n_discrete_heterogeneity_covariates=1,\n",
" n_heterogeneity_confounders=1,\n",
" stddev_outcome_noise=3,\n",
" stddev_treatment_noise=3,\n",
" causal_model_functional_form=\"fully_nonlinear\",\n",
" n_nonlinear_transformations=10,\n",
" n_nonlinear_interactions=5,\n",
" seed=15,\n",
")"
"data = CamlSyntheticDataGenerator(n_obs=10_000,\n",
" n_cont_outcomes=1,\n",
" n_binary_outcomes=1,\n",
" n_cont_treatments=1,\n",
" n_binary_treatments=1,\n",
" n_discrete_treatments=1,\n",
" n_cont_confounders=1,\n",
" n_binary_confounders=1,\n",
" n_discrete_confounders=1,\n",
" n_cont_modifiers=1,\n",
" n_binary_modifiers=1,\n",
" n_discrete_modifiers=1,\n",
" n_confounding_modifiers=1,\n",
" stddev_outcome_noise=3,\n",
" stddev_treatment_noise=3,\n",
" causal_model_functional_form=\"linear\",\n",
" n_nonlinear_transformations=10,\n",
" n_nonlinear_interactions=5,\n",
" seed=15)"
]
},
{
Expand Down Expand Up @@ -103,7 +103,9 @@
"metadata": {},
"outputs": [],
"source": [
"data.dgp"
"for k,v in data.dgp.items():\n",
" print(k)\n",
" print(v)"
]
},
{
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17 changes: 6 additions & 11 deletions notebooks/examples/Synthetic Data Generation.py
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Original file line number Diff line number Diff line change
@@ -1,6 +1,6 @@
import marimo

__generated_with = "0.10.4"
__generated_with = "0.10.15"
app = marimo.App(width="medium")


Expand Down Expand Up @@ -39,13 +39,13 @@ def _(CamlSyntheticDataGenerator):
n_cont_confounders=1,
n_binary_confounders=1,
n_discrete_confounders=1,
n_cont_heterogeneity_covariates=1,
n_binary_heterogeneity_covariates=1,
n_discrete_heterogeneity_covariates=1,
n_heterogeneity_confounders=1,
n_cont_modifiers=1,
n_binary_modifiers=1,
n_discrete_modifiers=1,
n_confounding_modifiers=1,
stddev_outcome_noise=3,
stddev_treatment_noise=3,
causal_model_functional_form="fully_nonlinear",
causal_model_functional_form="linear",
n_nonlinear_transformations=10,
n_nonlinear_interactions=5,
seed=15)
Expand Down Expand Up @@ -102,10 +102,5 @@ def _(data):
return


@app.cell
def _():
return


if __name__ == "__main__":
app.run()
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