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@realtime-dam-operation-using-AI Realtime AI Operation Tools in Dam Effected Watersheds

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    14 repositories

    • tods

      Public
      TODS: An Automated Time-series Outlier Detection System
      Python
      •
      Apache License 2.0
      •194•0•0•0•Updated Feb 1, 2025Feb 1, 2025

    • timeseries-rnn

      Public
      Time-series forecasting with 1D Conv model, RNN (LSTM) model and Transformer model. Comparison of long-term and short-term forecasts using synthetic timeseries. Sequence-to-sequence formulation.
      Jupyter Notebook
      •
      Apache License 2.0
      •8•0•0•0•Updated Feb 1, 2025Feb 1, 2025

    • tsmoothie

      Public
      A python library for time-series smoothing and outlier detection in a vectorized way.
      Jupyter Notebook
      •
      MIT License
      •101•0•0•0•Updated Feb 1, 2025Feb 1, 2025

    • autograd

      Public
      Efficiently computes derivatives of NumPy code.
      Python
      •
      MIT License
      •913•0•0•0•Updated Nov 18, 2024Nov 18, 2024

    • KnowledgeSpread

      Public
      Python
      •4•0•0•0•Updated Oct 15, 2024Oct 15, 2024

    • HydroLang

      Public
      Web-based Hydrologic Programming Framework
      JavaScript
      •
      MIT License
      •6•0•0•0•Updated Oct 4, 2024Oct 4, 2024

    • HydroCompute

      Public
      Computational Library for Hydrology
      WebAssembly
      •
      MIT License
      •1•0•0•0•Updated Sep 27, 2024Sep 27, 2024

    • mlops-zoomcamp

      Public
      Free MLOps course from DataTalks.Club
      Jupyter Notebook
      •2.2k•0•0•0•Updated Sep 9, 2024Sep 9, 2024

    • neuralhydrology

      Public
      Python library to train neural networks with a strong focus on hydrological applications.
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •196•0•0•0•Updated Jul 15, 2024Jul 15, 2024

    • Machine-Learning-Engineering-with-MLflow

      Public
      Machine Learning Engineering with MLflow, published by Packt
      HTML
      •
      MIT License
      •81•0•0•0•Updated Jul 4, 2024Jul 4, 2024

    • .github

      Public
      0•0•0•0•Updated Mar 4, 2024Mar 4, 2024

    • dMC-Juniata-hydroDL2

      Public
      A novel differentiable modeling framework to perform routing and to learn a “parameterization scheme” (a systematic way of inferring parameters from more rudimentary information) for routing flows on the river network.
      Python
      •
      Creative Commons Attribution 4.0 International
      •5•0•0•0•Updated Feb 22, 2024Feb 22, 2024

    • rl-wds

      Public
      Source code for Deep Reinforcement Learning for Real-Time Optimization of Pumps in Water Distribution Systems paper.
      Jupyter Notebook
      •
      GNU General Public License v3.0
      •6•0•0•0•Updated May 25, 2023May 25, 2023

    • LSTM_DeepShap

      Public
      Jupyter Notebook
      •2•0•0•0•Updated Feb 4, 2022Feb 4, 2022