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automatic-differentiation's Introduction

Eric Buehler

Libraries

  • Trc
    • A faster Arc: a Rust thread reference counted smart pointer.
  • FlexRc
    • Fast, flexible, and safe reference counted type.

Programming Languages

  • Kestrel
    • Simple and safe - a statically and strongly typed programming language that compiles to LLVM.
  • Falcon Programming Language
    • An interpreted programming language built using C++ that is very similar to Python.
  • Merlin
    • A dynamically and strongly typed programming language built in Rust that does not have a GIL and unleashes the power of multithreading.

Machine Learning Libraries

Machine Learning Applications

  • PerceiverIO Classifier
    • An MNIST classifier built using PerceiverIO.
  • The Neuron
    • A fully autonomous robot, with a detailed build guide.
  • CodingGPT
    • A GPT-like autoregressive, decoder-only transformer trained on data scraped from Reddit programming and science subreddits.

Mathematics

  • Automatic Differentiation
    • My personal implementation of automatic differentiation, a method that powers ML and is used to calculate derivatives.
  • Proofling
    • An automatic proof checker. Just plug in truth statements, and it will check for inconsistencies

automatic-differentiation's People

Contributors

ericlbuehler avatar jmkernes avatar

Stargazers

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