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    • Python
      0100Updated Mar 23, 2026Mar 23, 2026
    • CSM course on the mathematics of Large Language Models, Developed by Michael Ivanitskiy and Samy Wu Fung
      Jupyter Notebook
      114302Updated Mar 17, 2026Mar 17, 2026
    • Jupyter Notebook
      0400Updated Jan 7, 2026Jan 7, 2026
    • Python
      0100Updated Dec 15, 2025Dec 15, 2025
    • Code for the ECAI 2025 paper "Minimizing Surrogate Losses for Decision-Focused Learning using Differentiable Optimization"
      Python
      Apache License 2.0
      1000Updated Aug 25, 2025Aug 25, 2025
    • Jupyter Notebook
      MIT License
      0100Updated Aug 7, 2025Aug 7, 2025
    • ZORO-FA

      Public
      Work in progress code for the ZORO-FA project
      MATLAB
      MIT License
      0000Updated May 27, 2025May 27, 2025
    • Spatial Transformation R and Python Function for spatially correlated data
      Jupyter Notebook
      1000Updated Apr 7, 2025Apr 7, 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
      15000Updated 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.
      Jupyter Notebook
      MIT License
      1600Updated Jan 2, 2025Jan 2, 2025
    • Jupyter Notebook
      0200Updated Dec 31, 2024Dec 31, 2024
    • LOZO

      Public
      Python
      3000Updated Dec 5, 2024Dec 5, 2024
    • hydroDL

      Public
      Python
      Other
      108000Updated Sep 13, 2024Sep 13, 2024
    • Jupyter Notebook
      MIT License
      0000Updated May 29, 2024May 29, 2024
    • Jupyter Notebook
      MIT License
      0100Updated May 28, 2024May 28, 2024
    • A series of Jupyter notebook demos which build up to neural network libraries like PyTorch from mathematical foundations
      Jupyter Notebook
      MIT License
      1000Updated May 8, 2024May 8, 2024
    • Jupyter Notebook
      MIT License
      2000Updated May 3, 2024May 3, 2024
    • Available code for the NN-GLS paper
      Python
      1000Updated Apr 27, 2024Apr 27, 2024
    • hj-prox

      Public
      Python
      MIT License
      21000Updated Apr 13, 2024Apr 13, 2024
    • Jupyter Notebook
      MIT License
      3610Updated Aug 7, 2023Aug 7, 2023
    • JKO_Flow

      Public
      Python
      0000Updated Jun 28, 2023Jun 28, 2023
    • A simple Python implementation of R-PCA
      Python
      MIT License
      71000Updated May 19, 2023May 19, 2023
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