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8bit-pixies/README.md

Hi there 👋

  • 🔭 I’m currently working on machine learning research in my spare time. I'm also looking at ways to improve machine learning inference in battle-tested production systems.
  • 🌱 I’m currently learning Golang, Kotlin and Rust
  • 📫 How to reach me: Simply @ me by raising an issue in my personal repository

Recent Projects

  • Decision Engine with Rust and Python bindings
  • Sortie an opinionated pyproject.toml formatter written in Rust

My ML Algorithm implementations and/or tutorials:

I am one of the original authors of scikit-learn's category encoders and jupyterlab-variableInspector

  • Crank ML: What if scikit-learn was differentiable? Implementations of decision trees, linear models, decomposition, preprocessing all in pytorch
  • Scene Completion: An implementation of "Scene Completion Using Millions of Photographs"
  • Graph Differential Pooling: A short tutorial/implementation of graph differential pooling to understand how it works
  • Hoeffding Trees: A minimal implemention of Hoeffding trees with visualizations to understand how they work
  • Feature Rich Encodings: An implementation of feature rich encodings for NLP applications

My foray into parsers and compilers:

  • Ramble: A combinatory parser for the R programming language
  • Stan: A SAS transcompiler to Python for the SAS programming language

Popular repositories Loading

  1. scikit-feature scikit-feature Public

    Python 32 17

  2. Ramble Ramble Public

    A R parser based on combinatory parsers.

    R 22 4

  3. TreeGrad TreeGrad Public

    Jupyter Notebook 21 5

  4. Scene-Completion Scene-Completion Public

    A Python Implementation of "Scene Completion Using Millions of Photographs"

    Jupyter Notebook 20 6

  5. CS7641-Machine-Learning CS7641-Machine-Learning Public

    Machine Learning code for CS7641

    Java 7 27

  6. graph-differential-pooling graph-differential-pooling Public

    Based on diffpool paper - notes on torch implementation

    Python 6 1