### Examples

Knet-the-Julia-dope

This interactive book on deep learning is the Julia translation of the mxnet-the-straight-dope. This project grew out of the MIT course 6.338 Modern Numerical Computing with Julia taught by professor Alan Edelman.

aleph_star

Reinforcement learning with A* and a deep heuristic

### Toolsets

Hail

An open-source, general-purpose, Python-based scalable data analysis tool with additional data types and methods for working with genomic data

SKLL

SciKit-Learn Laboratory (SKLL) makes it easy to run machine learning experiments.

Atari

Persistent advantage learning dueling double DQN for the Arcade Learning Environment

Faster R-CNN and Mask R-CNN

This project aims at providing the necessary building blocks for easily creating detection and segmentation models using PyTorch 1.0.

### Models

Phrase2vec

An extension of word2vec to learn phrase embeddings

Latent Dirichlet allocation

This is a C implementation of variational EM for latent Dirichlet allocation (LDA), a topic model for text or other discrete data.

Pose-Guided-Image-Generation

Implementation of NIPS 2017 paper “Pose Guided Person Image Generation” in PyTorch

### Libraries

Graph Nets library

Build Graph Nets in Tensorflow

modAL

An active learning framework for Python3, designed with modularity, flexibility and extensibility in mind.

rl3stdlib

A collection of modules accessible to a RL3 program to create a community-driven library of general NLP, unstructured and semi-structured text patterns that can empower personal, research and educational projects

GeneticAlgorithmsRepo

An assortment of genetic algorithms – all written from scratch, for Python 3.5.