odelalleau

NeMo-Aligner

Scalable toolkit for efficient model alignment

tensordict

TensorDict is a pytorch dedicated tensor container.

rl

A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.

dietgpu

GPU implementation of a fast generalized ANS (asymmetric numeral system) entropy encoder and decoder, with extensions for lossless compression of numerical and other data types in HPC/ML applications.

theseus

A library for differentiable nonlinear optimization

dora

Dora is an experiment management framework. It expresses grid searches as pure python files as part of your repo. It identifies experiments with a unique hash signature. Scale up to hundreds of experiments without losing your sanity.

mtenv

MultiTask Environments for Reinforcement Learning.

mtrl

Multi Task RL Baselines

mbrl-lib

Library for Model Based RL

GraphLog

API for accessing the GraphLog dataset

captum

Model interpretability and understanding for PyTorch

active-mri-acquisition

Active Acquisition for fastMRI

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

reinforcement_learning_an_introduction

Notes and exercise solutions for second edition of Sutton & Barto's book

papers_we_read

Summaries for exciting works in the field of Deep Learning.

agentmodels.org

Modeling agents with probabilistic programs

rlgraph

RLgraph: Modular computation graphs for deep reinforcement learning

ADNC

Advanced Differentiable Neural Computer (ADNC) with application to bAbI task and CNN RC task.

RL_notebook

A set of Lecture notes for teaching Reinforcement Learning

pyutools

Miscellaneous Python utilities

ml_logo

ncg

Leon stuff

PLearn

Backup of PLearn

pygithooks

Git pre-commits hooks for doing Python code formatting checks

pygithooks

Git pre-commits hooks for doing Python code formatting checks

DeepLearningTutorials

Deep Learning Tutorial notes and code. See the wiki for more info.

Theano

My own fork of Theano

pylearn

My own fork of Pylearn

Theano

Theano was a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It is being continued as PyTensor: www.github.com/pymc-devs/pytensor

pylearn2

Warning: This project does not have any current developer. See bellow.