jelennal

jelennal's Stars

• tensorflow/tensorflow

  An Open Source Machine Learning Framework for Everyone

  Language:C++186k7.6k39.8k74.2k

• keras-team/keras

  Deep Learning for humans

  Language:Python61.6k1.9k12.1k19.4k

• google-research/bert

  TensorFlow code and pre-trained models for BERT

  Language:Python37.9k9991.1k9.6k

• openai/gym

  A toolkit for developing and comparing reinforcement learning algorithms.

  Language:Python34.5k1.1k1.8k8.6k

• pytorch/examples

  A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

  Language:Python22.2k3996369.5k

• openai/baselines

  OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

  Language:Python15.6k6488504.9k

• google-deepmind/deepmind-research

  This repository contains implementations and illustrative code to accompany DeepMind publications

  Language:Jupyter Notebook13.1k3253212.6k

• soumith/ganhacks

  starter from "How to Train a GAN?" at NIPS2016

  11.4k347691.7k

• openai/spinningup

  An educational resource to help anyone learn deep reinforcement learning.

  Language:Python10k2252802.2k

• pyro-ppl/pyro

  Deep universal probabilistic programming with Python and PyTorch

  Language:Python8.5k2011.1k982

• openai/universe

  Universe: a software platform for measuring and training an AI's general intelligence across the world's supply of games, websites and other applications.

  Language:Python7.5k544193959

• HIPS/autograd

  Efficiently computes derivatives of NumPy code.

  Language:Python6.9k214400905

• cleverhans-lab/cleverhans

  An adversarial example library for constructing attacks, building defenses, and benchmarking both

  Language:Jupyter Notebook6.2k1894531.4k

• blei-lab/edward

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

  Language:Jupyter Notebook4.8k272514760

• IDSIA/sacred

  Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.

  Language:Python4.2k69559381

• google-deepmind/open_spiel

  OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.

  Language:C++4.2k107554923

• google-deepmind/dm_control

  Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.

  Language:Python3.7k131409662

• devsisters/DQN-tensorflow

  Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning

  Language:Python2.5k14657764

• astooke/rlpyt

  Reinforcement Learning in PyTorch

  Language:Python2.2k52169323

• Farama-Foundation/Minigrid

  Simple and easily configurable grid world environments for reinforcement learning

  Language:Python2.1k39188603

• Kaixhin/Rainbow

  Rainbow: Combining Improvements in Deep Reinforcement Learning

  Language:Python1.6k4169282

• microsoft/TextWorld

  ​TextWorld is a sandbox learning environment for the training and evaluation of reinforcement learning (RL) agents on text-based games.

  Language:Jupyter Notebook1.2k3782187

• openai/universe-starter-agent

  A starter agent that can solve a number of universe environments.

  Language:Python1.1k25489318

• mila-iqia/babyai

  BabyAI platform. A testbed for training agents to understand and execute language commands.

  Language:Python6883646144

• google-deepmind/pycolab

  A highly-customisable gridworld game engine with some batteries included. Make your own gridworld games to test reinforcement learning agents!

  Language:Python660330121

• victorcampos7/edl

  Code for "Explore, Discover and Learn: Unsupervised Discovery of State-Covering Skills"

  Language:Jupyter Notebook36109