jaromiru

Mill.jl

Build flexible hierarchical multi-instance learning models.

Opportunistic

Joint-AFA-Classification

NeuroEvolutionDriver

2D autonomous car navigation with optimal driving lines through NeuroEvolution

loss-landscape

Code for visualizing the loss landscape of neural nets

MicroRTS

A simple and highly efficient RTS-game-inspired environment for reinforcement learning

alpha-zero-general

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

aleph_star

Reinforcement learning with A* and a deep heuristic

differentiable-plasticity

Implementations of the algorithms described in Differentiable plasticity: training plastic networks with gradient descent, a research paper from Uber AI Labs.

noreward-rl

[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning

plotly.py

The interactive graphing library for Python :sparkles: This project now includes Plotly Express!

deepdish

Flexible HDF5 saving/loading and other data science tools from the University of Chicago

AdaptApprox

code for the paper "Adaptive classification for prediction under a budget", NIPS 2017

leela-zero

Go engine with no human-provided knowledge, modeled after the AlphaGo Zero paper.

pytorchviz

A small package to create visualizations of PyTorch execution graphs

duplicati

Store securely encrypted backups in the cloud!

gym-extensions

This repo is intended as an extension for OpenAI Gym for auxiliary tasks (multitask learning, transfer learning, inverse reinforcement learning, etc.)

Rainbow

Rainbow: Combining Improvements in Deep Reinforcement Learning

SerpentAI

Game Agent Framework. Helping you create AIs / Bots that learn to play any game you own!

FeatureBudgetedRandomForest

code for paper "Feature-Budgeted Random Forest" ICML 2015

pytorch-examples

Simple examples to introduce PyTorch

awesome-deep-vision

A curated list of deep learning resources for computer vision

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

pdpipe

Easy pipelines for pandas DataFrames.

sonnet

TensorFlow-based neural network library

keras-deep-learning-paper-implementations

Keras implementation of Deep Learning papers

awesome-deep-learning-papers

The most cited deep learning papers

deeplearning-papernotes

Summaries and notes on Deep Learning research papers

chatbot-rnn

A toy chatbot powered by deep learning and trained on data from Reddit

FlappyLearning

Program learning to play Flappy Bird by machine learning (Neuroevolution)