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akshayka/README.md

Hi, I'm Akshay πŸ‘‹

I build foundational Python tools for developers who work with data.

  • πŸ’» I'm currently working on marimo, a new kind of reactive Python notebook.
  • πŸ”­ I developed PyMDE, a PyTorch library for computing custom embeddings of large datasets.
  • πŸ–© I'm a maintainer and developer of CVXPY, a widely-used library for mathematical optimization.
  • πŸ“š I love writing. I write blog posts, research papers, and books, including a book on embeddings.
  • πŸŽ“ I graduated from Stanford University with a PhD, advised by Stephen Boyd. All my papers are accompanied by open-source software.

I'm always open to conversations. Reach me via email.

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  1. marimo-team/marimo marimo-team/marimo Public

    A reactive notebook for Python β€” run reproducible experiments, execute as a script, deploy as an app, and version with git.

    Python 8k 289

  2. cvxpy/cvxpy cvxpy/cvxpy Public

    A Python-embedded modeling language for convex optimization problems.

    C++ 5.5k 1.1k

  3. cvxgrp/cvxpylayers cvxgrp/cvxpylayers Public

    Differentiable convex optimization layers

    Python 1.8k 162

  4. cvxgrp/pymde cvxgrp/pymde Public

    Minimum-distortion embedding with PyTorch

    Python 538 27

  5. cvxgrp/diffcp cvxgrp/diffcp Public

    Differentiation through cone programs

    Python 92 21

  6. cvxgrp/resalloc cvxgrp/resalloc Public

    Efficient allocation of fungible resources

    Jupyter Notebook 3 3