rockt

ChemSpot

ChemSpot is a named entity recognition tool for identifying mentions of chemicals in natural language texts, including trivial names, drugs, abbreviations, molecular formulas and IUPAC entities. Since the different classes of relevant entities have rather different naming characteristics, ChemSpot uses a hybrid approach combining a Conditional Random Field with a dictionary. ChemSpot is released under the Common Public License 1.0.

SETH

SNP Extraction Tool for Human Variations

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

pytorch-Deep-Learning-Minicourse

Minicourse in Deep Learning with PyTorch

dl4nlp

TextWorld

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

2020

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

bi-att-flow

Bidirectional Attention Flow

dlbook_notation

LaTeX files for the Deep Learning book notation

einops

Deep learning operations reinvented (for pytorch, tensorflow, chainer, gluon and others)

ELF

An End-To-End, Lightweight and Flexible Platform for Game Research

ENAS-pytorch

PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"

examples

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

gym-minigrid

Minimalistic gridworld package for OpenAI Gym

impact-driven-exploration

impact-driven-exploration

malmo

Project Malmo is a platform for Artificial Intelligence experimentation and research built on top of Minecraft. We aim to inspire a new generation of research into challenging new problems presented by this unique environment. --- For installation instructions, scroll down to *Getting Started* below, or visit the project page for more information:

matchbox

Write PyTorch code at the level of individual examples, then run it efficiently on minibatches.

Mini-Conf

NetHack

Official NetHack Git Repository

nle

The NetHack Learning Environment

ob-ipython

org-babel integration with Jupyter for evaluation of (Python by default) code blocks

pixel-dungeon-remix

Traditional roguelike game with pixel-art graphics and simple interface - Remixed Pixel Dungeon

py-vgdl

A video game description language (VGDL) built on top pf pygame.

pycolab

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

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-examples

Simple examples to introduce PyTorch

pytorchviz

A small package to create visualizations of PyTorch execution graphs

retro

Retro Games in Gym

spacemacs

A community-driven Emacs distribution - The best editor is neither Emacs nor Vim, it's Emacs *and* Vim!