zhangleily Goto Github PK

alphazero_gomoku

An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)

arctic-captions

attention

some attention implements

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

caffe

Caffe: a fast open framework for deep learning.

crnn

Convolutional Recurrent Neural Network (CRNN) for image-based sequence recognition.

darkflow

Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices

deep-learning-papers

Papers about deep learning ordered by task, date. Current state-of-the-art papers are labelled.

deeplearning-papernotes

Summaries and notes on Deep Learning research papers

deepvideoanalytics

A distributed visual search and visual data analytics platform.

detection-2016-nipsws

Hierarchical Object Detection with Deep Reinforcement Learning

dqfd

An implement of DQfD（Deep Q-learning from Demonstrations) raised by DeepMind:Learning from Demonstrations for Real World Reinforcement Learning

dqn-tensorflow

Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning

gpmat

Matlab implementations of Gaussian processes and other machine learning tools.

pbt

Population Based Training (in PyTorch with sqlite3). Status: Unsupported

ram

"Recurrent Models of Visual Attention" in TensorFlow

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials

rl-restore

Crafting a Toolchain for Image Restoration by Deep Reinforcement Learning (CVPR 2018 Spotlight)

rnn

Recurrent Neural Network library for Torch7's nn

rocalphago

An independent, student-led replication of DeepMind's 2016 Nature publication, "Mastering the game of Go with deep neural networks and tree search" (Nature 529, 484-489, 28 Jan 2016), details of which can be found on their website https://deepmind.com/publications.html.

trfl

TensorFlow Reinforcement Learning

unreal

Reinforcement learning with unsupervised auxiliary tasks