chriscremer

followers

following

stars

University of Toronto

Toronto, Ont.

Chris Cremer's starred repositories

PlotNeuralNet

Latex code for making neural networks diagrams

Language:TeXMIT21922 227 122

pyscript

Try PyScript: https://pyscript.com Examples: https://tinyurl.com/pyscript-examples Community: https://discord.gg/HxvBtukrg2

Language:PythonApache-2.017881 171 789

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

Language:PythonMIT15682 647 850

moviepy

Video editing with Python

Language:PythonMIT12422 255 1488

PRML

PRML algorithms implemented in Python

Language:Jupyter NotebookMIT11413 417 24

maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

Language:PythonMIT9288 177 1063

PyTorch-VAE

A Collection of Variational Autoencoders (VAE) in PyTorch.

Language:PythonApache-2.06515 43 85

awesome-rnn

Recurrent Neural Network - A curated list of resources dedicated to RNN

pytorch-cifar

95.47% on CIFAR10 with PyTorch

Language:PythonMIT5934 85 136

edward

A probabilistic programming language in TensorFlow. Deep generative models, variational inference.

Language:Jupyter NotebookNOASSERTION4831 271 514

tensorflow-generative-model-collections

Collection of generative models in Tensorflow

Language:PythonApache-2.03912 159 27

alpha-zero-general

A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more

Language:Jupyter NotebookMIT3844 112 178

ffhq-dataset

Flickr-Faces-HQ Dataset (FFHQ)

Language:PythonNOASSERTION3693 900

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).

Language:PythonMIT3569 67 229

retro

Retro Games in Gym

Language:CMIT3392 96 223

DeepRL

Modularized Implementation of Deep RL Algorithms in PyTorch

Language:PythonMIT3167 89 92

RL-Adventure

Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL

Language:Jupyter Notebook3021 72 22

requests-for-research

A living collection of deep learning problems

Language:HTML1694 379 10

deep_architecture_genealogy

Deep Learning Architecture Genealogy Project

Language:Python1220 112 5

pytorch-rl

Deep Reinforcement Learning with pytorch & visdom

Language:PythonMIT798 25 8

playground

PlayGround: AI Research into Multi-Agent Learning.

Language:PythonApache-2.0766 27 111

MAMEToolkit

A Python toolkit used to train reinforcement learning algorithms against arcade games

Language:PythonGPL-2.0642 40 31

modular_rl

Implementation of TRPO and related algorithms

Language:PythonMIT619 36 22

pytorch-flows

PyTorch implementations of algorithms for density estimation

Language:PythonMIT573 18 8

nsf

Code for Neural Spline Flows paper

Language:PythonMIT256 12 4

pytorch-glow

Pytorch Implementation of OpenAI's GLOW

Language:Python92 4 2

Tensor-Flow-on-Google-Compute-Engine

A simple script to set up GCE environment in Google Cloud so it is ready to run TensorFlow - an Open Source Software Library for Machine Intelligence

Language:Shell82 4 3

interactive-bpann

A web-based step-by-step interactive visualization of artificial neural networks

Language:JavaScriptMIT75 10 1

bdir_vae

simple implementation of "Improved Variational Inference with Inverse Autoregressive Flow" paper with pytorch

Language:PythonMIT53 20

BDMC

PyTorch implementation of Bidirectional Monte Carlo, Annealed Importance Sampling, and Hamiltonian Monte Carlo.

Language:PythonMIT52 3 1