ankeshanand

neural-cryptography-tensorflow

Neural Networks that invent their own encryption :key:

py-gfycat

A Python client for the Gfycat API.

deep-clickbait-detection

Source code for the paper "We used Neural Networks to Detect Clickbaits: You won't believe what happened Next!"

blindfold-baselines-eqa

Simple question-only baselines for Embodied Question Answering

ankeshanand.github.io

Personal webpage

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

awd-lstm-lm

LSTM and QRNN Language Model Toolkit for PyTorch

awesome-self-supervised-learning

A curated list of awesome self-supervised methods

byteNet-tensorflow

ByteNet for character-level language modelling

coinrun

Code for the paper "Quantifying Transfer in Reinforcement Learning"

CSrankings

A web app for ranking computer science departments according to their research output in selective venues.

cybersource-flex-samples

Samples for CyberSource Flex service

DCGAN-tensorflow

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

EfficientZero

Open-source codebase for EfficientZero, from "Mastering Atari Games with Limited Data" at NeurIPS 2021.

Folder-Structure-Conventions

Folder / directory structure options and naming conventions for software projects

Generative-Latent-Optimization-Tensorflow

Tensorflow implementation of Generative Latent Optimization (GLO) proposed by Facebook AI Research

lucid

A collection of infrastructure and tools for research in neural network interpretability.

mujoco-py

MuJoCo is a physics engine for detailed, efficient rigid body simulations with contacts. mujoco-py allows using MuJoCo from Python 3.

ProMP

ProMP: Proximal Meta-Policy Search

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-a2c-ppo-acktr-gail

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

pytorch-maml-rl

Reinforcement Learning with Model-Agnostic Meta-Learning in Pytorch

Rainbow

Rainbow: Combining Improvements in Deep Reinforcement Learning

ray

A system for parallel and distributed Python that unifies the ML ecosystem.

retro-baselines

Publicly releasable baselines for the Retro contest

retro-contest

OpenAI Retro Contest

rlpyt

Reinforcement Learning in PyTorch

spinningup

Spinning Up in Deep RL

vigilworkshop.github.io

welcome_tutorials

Various tutorials given for welcoming new students at MILA.