PaulConyngham's Stars
coder/code-server
VS Code in the browser
facebookresearch/fastText
Library for fast text representation and classification.
openai/gpt-2
Code for the paper "Language Models are Unsupervised Multitask Learners"
ShangtongZhang/reinforcement-learning-an-introduction
Python Implementation of Reinforcement Learning: An Introduction
soumith/ganhacks
starter from "How to Train a GAN?" at NIPS2016
fastai/numerical-linear-algebra
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
skorch-dev/skorch
A scikit-learn compatible neural network library that wraps PyTorch
ikostrikov/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/ELF
ELF: a platform for game research with AlphaGoZero/AlphaZero reimplementation
rmcelreath/statrethinking_winter2019
Statistical Rethinking course at MPI-EVA from Dec 2018 through Feb 2019
Kaixhin/Rainbow
Rainbow: Combining Improvements in Deep Reinforcement Learning
huggingface/pytorch-openai-transformer-lm
🐥A PyTorch implementation of OpenAI's finetuned transformer language model with a script to import the weights pre-trained by OpenAI
google-deepmind/scalable_agent
A TensorFlow implementation of Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures.
chris-chris/pysc2-examples
StarCraft II - pysc2 Deep Reinforcement Learning Examples
wohlert/semi-supervised-pytorch
Implementations of various VAE-based semi-supervised and generative models in PyTorch
Justin-Tan/generative-compression
TensorFlow Implementation of Generative Adversarial Networks for Extreme Learned Image Compression
PythonCharmers/QuantFinance
Top training materials in quantitative finance
ml-jku/baselines-rudder
RUDDER for ATARI games with delayed rewards in OpenAI Baselines package
csxeba/evolute
Evolutionary algorithm toolbox
VITA-Group/Deep-K-Means-pytorch
[ICML 2018] "Deep k-Means: Re-Training and Parameter Sharing with Harder Cluster Assignments for Compressing Deep Convolutions"
rgilman33/simple-A2C-PPO
Actor-critic trained w PPO on OpenAI's Procgen Benchmark (PyTorch). Built from scratch.
devforfu/pytorch_playground
PyTorch experiments, demos and tutorials
Institute-for-Future-Intelligence/multiphysics
Interactive Multiphysics Simulation for Everyone
ducandu/RL-Implementation-IMPALA
A Test-Implementation of the IMPALA algorithm (by deepmind 2018)
Techget/gail-tf-sc2
Generative-Adversarial-Imitation-Learning on PySC2