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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, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

    Python 16.7k 751

  2. cvxpy/cvxpy cvxpy/cvxpy Public

    A Python-embedded modeling language for convex optimization problems.

    C++ 6k 1.1k

  3. cvxpy/cvxpylayers cvxpy/cvxpylayers Public

    Differentiable convex optimization layers

    Python 2k 181

  4. cvxgrp/pymde cvxgrp/pymde Public

    Minimum-distortion embedding with PyTorch

    Python 562 27

  5. cvxgrp/diffcp cvxgrp/diffcp Public

    Differentiation through cone programs

    Python 108 24

  6. cvxgrp/resalloc cvxgrp/resalloc Public

    Efficient allocation of fungible resources

    Jupyter Notebook 4 2