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604 followers · 18 following

Achievements

Achievement: Galaxy BrainAchievement: Pair Extraordinairex2Achievement: Starstruckx3Achievement: YOLOAchievement: QuickdrawAchievement: Pull Sharkx3Achievement: Arctic Code Vault Contributor
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Achievements

Achievement: Galaxy BrainAchievement: Pair Extraordinairex2Achievement: Starstruckx3Achievement: YOLOAchievement: QuickdrawAchievement: Pull Sharkx3Achievement: Arctic Code Vault Contributor
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@cvxgrp
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akshayka/README.md

Hi, I'm Akshay 👋

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

  • 💻 I'm currently working on marimo, a new kind of reactive Python notebook.
  • 🔭 I developed PyMDE, a PyTorch library for computing custom embeddings of large datasets.
  • 🖩 I'm a maintainer and developer of CVXPY, a widely-used library for mathematical optimization.
  • 📚 I love writing. I write blog posts, research papers, and books, including a book on embeddings.
  • 🎓 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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Pinned

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

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

    Python 4k 103

  2. cvxpy/cvxpy cvxpy/cvxpy Public

    A Python-embedded modeling language for convex optimization problems.

    C++ 5.1k 1k

  3. cvxgrp/cvxpylayers cvxgrp/cvxpylayers Public

    Differentiable convex optimization layers

    Python 1.7k 154

  4. cvxgrp/pymde cvxgrp/pymde Public

    Minimum-distortion embedding with PyTorch

    Python 516 27

  5. cvxgrp/diffcp cvxgrp/diffcp Public

    Differentiation through cone programs

    Python 87 16

  6. cvxgrp/resalloc cvxgrp/resalloc Public

    Efficient allocation of fungible resources

    Jupyter Notebook 3 3