USTCPCS

reinforcement-learning

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

agents

A library of RL tools

Automatic-Parking

Automatic parking with Reinforcement Learning (Q learning with epsilon greedy algorithm) in simulation. A parking environment is created in both Matplotlib and Gazebo.

cifar-10-cnn

Using cifar-10 datasets to learn deep learning.

DebianInit

DeepLearningFlappyBird

Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).

distillation

Keras + tensorflow experiments with knowledge distillation on EMNIST dataset

DQN-tensorflow

Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning

End-to-End-Learning-for-Self-Driving-Cars

An implementation of End to End Learning for Self-Driving Cars https://arxiv.org/abs/1604.07316 and visualize the cnn model https://arxiv.org/abs/1611.05418

estool

Evolution Strategies Tool

firefly-proxy

A proxy software to help circumventing the Great Firewall.

GC-Net

GoAgent-Always-Available

一直可用的GoAgent，会定时扫描可用的google gae ip，提供可自动化获取ip运行的版本

MachineLearning

Machine learning algorithms implemented by pure numpy

Mask_RCNN

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

MobileNet

MobileNet build with Tensorflow

monodepth

Unsupervised single image depth prediction with CNNs

mx-maskrcnn

A MXNet implementation of Mask R-CNN

PRML

PRML algorithms implemented in Python

pydata-notebook

利用Python进行数据分析 第二版 (2017) 中文翻译笔记

pytorch-semseg

Semantic Segmentation Architectures Implemented in PyTorch

pytorch-value-iteration-networks

Pytorch implementation of Value Iteration Networks (NIPS 2016 best paper)

rl-lang-ground

Tensorflow code for ICLR 2018 submission "Learning to navigate by distilling visual information and natural language instruction" (https://openreview.net/forum?id=HJPSN3gRW&noteId=HJPSN3gRW)

semseg

Common Semantic Segmentation Architectures

SmarterStreaming

大牛直播，跨平台(windows/android/iOS)推送(rtmp)、播放器(rtmp/rtsp)，支持录像、导播、动态视频合成、实时快照、水印、音频混音、互动等，国内外为数不多不依赖开源框架，业界真正靠谱的超低延迟(1秒左右)。

state-of-the-art-result-for-machine-learning-problems

This repository provides state of the art (SoTA) results for all machine learning problems. We do our best to keep this repository up to date. If you do find a problem's SoTA result is out of date or missing, please raise this as an issue or submit Google form (with this information: research paper name, dataset, metric, source code and year). We will fix it immediately.

tensorflow-densenet

Tensorflow-DenseNet with ImageNet Pretrained Models

tensorflow_examples

TensorFlow Example Projects

Unsupervised-Adaptation-for-Deep-Stereo

Code for "Unsupervised Adaptation for Deep Stereo" - ICCV17

wechat_jump_game

python 微信《跳一跳》辅助