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@mines-opt-ml CSM Optimization and Machine Learning group

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    15 repositories

    • decoding-gpt

      Public
      Jupyter Notebook
      •6•15•0•2•Updated Feb 4, 2025Feb 4, 2025

    • ZORO-FA

      Public
      Work in progress code for the ZORO-FA project
      MATLAB
      •
      MIT License
      •0•0•0•0•Updated Jan 23, 2025Jan 23, 2025

    • ZO-LLM

      Public
      [ICML 2024] Official code for the paper "Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark ".
      Python
      •
      GNU General Public License v3.0
      •7•0•0•0•Updated Jan 13, 2025Jan 13, 2025

    • fpo-dys

      Public
      Operator splitting can be used to design easy-to-train models for predict-and-optimize tasks, which scale effortlessly to problems with thousands of variables.
      machine-learningoperator-splittinglearning-to-optimizepredict-and-optimize
      Jupyter Notebook
      •
      MIT License
      •0•7•0•0•Updated Jan 2, 2025Jan 2, 2025

    • maze-extrapolation

      Public
      Jupyter Notebook
      •0•2•0•0•Updated Dec 31, 2024Dec 31, 2024

    • jfbr

      Public
      Python
      •0•0•0•0•Updated Nov 15, 2024Nov 15, 2024

    • hydroDL

      Public
      Python
      •
      Other
      •98•0•0•0•Updated Sep 13, 2024Sep 13, 2024

    • kernel-expansions-for-mfc

      Public
      Jupyter Notebook
      •
      MIT License
      •0•0•0•0•Updated May 29, 2024May 29, 2024

    • laplace-inf-conv

      Public
      Jupyter Notebook
      •
      MIT License
      •0•0•0•0•Updated May 28, 2024May 28, 2024

    • Neural-Networks-from-Nothing

      Public
      A series of Jupyter notebook demos which build up to neural network libraries like PyTorch from mathematical foundations
      Jupyter Notebook
      •
      MIT License
      •1•0•0•0•Updated May 8, 2024May 8, 2024

    • resilient-snowpack-estimation

      Public
      Jupyter Notebook
      •
      MIT License
      •2•0•0•0•Updated May 3, 2024May 3, 2024

    • NN-GLS-article-code

      Public
      Available code for the NN-GLS paper
      Python
      •1•0•0•0•Updated Apr 27, 2024Apr 27, 2024

    • hj-prox

      Public
      Python
      •
      MIT License
      •3•8•0•0•Updated Apr 13, 2024Apr 13, 2024

    • hj-global-opt

      Public
      Jupyter Notebook
      •
      MIT License
      •3•4•1•0•Updated Aug 7, 2023Aug 7, 2023

    • JKO_Flow

      Public
      Python
      •0•0•0•0•Updated Jun 28, 2023Jun 28, 2023