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Aaron Defazio's Projects

algeff icon algeff

MLCommons Algorithmic Efficiency

classifierplots icon classifierplots

Generates a visualization of binary classifier performance as a grid of diagonstic plots with just one function call

fairscale icon fairscale

PyTorch extensions for high performance and large scale training.

fairseq icon fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

lark icon lark

A modern parsing library for Python, implementing Earley & LALR(1) and an easy interface

optax icon optax

Optax is a gradient processing and optimization library for JAX.

phessianfree icon phessianfree

Hessian free optimization in python for smooth unconstrained problems

pyro icon pyro

Deep universal probabilistic programming with Python and PyTorch

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-lightning icon pytorch-lightning

The lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate

sampler icon sampler

Dynamic weighted sampling with replacement

test-tube icon test-tube

Python library to easily log experiments and parallelize hyperparameter search for neural networks

vision icon vision

Datasets, Transforms and Models specific to Computer Vision

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