ivehui Goto Github PK

algorithms

<<Introduction to Algorithm>>

async-rl

Tensorflow + Keras + OpenAI Gym implementation of 1-step Q Learning from "Asynchronous Methods for Deep Reinforcement Learning"

awesome-computer-vision

A curated list of awesome computer vision resources

awesome-rl

Reinforcement learning resources curated

binarynet

Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1

caffe

Caffe: a fast open framework for deep learning.

caffe-tensorflow

Caffe models in TensorFlow

convnet-benchmarks

Easy benchmarking of all publicly accessible implementations of convnets

ddpg

Reimplementing DDPG based on OpenAI Gym + Tensorflow

deeplearningtutorials

Deep Learning Tutorial notes and code. See the wiki for more info.

deeplearntoolbox

Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.

deepmind-atari-deep-q-learner

The original code from the DeepMind article + my tweaks

deepmind-dqn

Based on the original Deepmind Atari 2600 DQN code

dqn

Realize the Deep Q-Network Based on Caffe and openAI GYM

dqn-in-the-caffe

An implementation of Deep Q-Network using Caffe

dqn-tensorflow

Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning

free-programming-books

:books: Freely available programming books

future_net

2016华为软件精英挑战赛冠军

gps

Guided Policy Search

gym

A toolkit for developing and comparing reinforcement learning algorithms.

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on TensorFlow or Theano.

labelimg

:metal: LabelImg is a graphical image annotation tool and label object bounding boxes in images

leetcode

libfreenect2

Open source drivers for the Kinect for Windows v2 device

matlab_code-ufldl-exercise-

My UFLDL EXERCISE CODE

modular_rl

Implementation of TRPO and related algorithms

mtcnn_caffe

opencv

Open Source Computer Vision Library

orb_slam

A Versatile and Accurate Monocular SLAM

pcl

Point Cloud Library (PCL)