Flood Sung


Deep-Learning-Papers-Reading-Roadmap Python 20429

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

Meta-Learning-Papers 1028

Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning

DRL-FlappyBird Python 409

Playing Flappy Bird Using Deep Reinforcement Learning (Based on Deep Q Learning DQN using Tensorflow)

LearningToCompare_FSL Python 329

PyTorch code for CVPR 2018 paper: Learning to Compare: Relation Network for Few-Shot Learning (Few-Shot Learning part)

DDPG Python 262

Reimplementation of DDPG(Continuous Control with Deep Reinforcement Learning) based on OpenAI Gym + Tensorflow

wechat_jump_end_to_end Python 168

Playing Wechat Jump Game with End-to-End Convolutional Neural Networks

DQN-Atari-Tensorflow Python 116

Simplest Version of playing Atari with Deep Q Learning in Tensorflow

Lifelong-Learning-Paper-List 70

Lifelong/Continual Learning Paper List

Tracking-on-iOS C++ 68

Test Several Visual Object Tracking Algorithm including CMT,TLD,CT on iOS

PlaneWar Swift 61

Written in Swift Using latest Sprite kit a copy version of wechat game 微信打飞机!

wechat_jump_end_to_end_train Python 40

Playing Wechat Jump Game with End-to-End Convolutional Neural Networks (Train code)

a2c_cartpole_pytorch Python 33

advantage actor-critic reinforcement learning for openai gym cartpole

meta-critic-networks Python 18

Pytorch code for Arxiv Paper: Learning to learn: Meta-Critic Networks for Sample-Efficient Learning

DDPG-tensorflow Python 15

DDPG on OpenAI Gym Pendulum

PhysicsFieldsWorld Swift 12

CLDrone C++ 10

Autonomous Quadrotor Simulation Research Platform based on ROS,Gazebo,Pixhawk,DRCsim..

iOS_WiFi_EV3_Library Objective-C 7

Gym-Flappy-Bird Python 4

A OpenAI Gym Env for Flappy Bird

DeepTerrainRL * C++ 4

terrain-adaptive locomotion skills using deep reinforcement learning

async-rl * Python 4

An attempt to reproduce the results of "Asynchronous Methods for Deep Reinforcement Learning" (http://arxiv.org/abs/1602.01783)

awesome-deep-learning-papers * 4

deep-reinforcement-learning-papers-1 * 3

A list of papers and resources dedicated to deep reinforcement learning

rllab * Python 3

rllab is a framework for developing and evaluating reinforcement learning algorithms.

Learning_to_Compare * Jupyter Notebook 3

Demo for the paper titled "Learning to Compare: Relation Network for Few-Shot Learning"

songrotek.github.io HTML 2

Personal Website

reinforcement-learning * Jupyter Notebook 2

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

YOLO_tensorflow * Python 2

tensorflow implementation of 'YOLO : Real-Time Object Detection'

async-rl-1 * Python 1

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

LearningToCompare_ZSL * Python 1

PyTorch code for CVPR 2018 paper: Learning to Compare: Relation Network for Few-Shot Learning (Zero-Shot Learning part)

tensorflow_with_latest_papers * Python 1

Implementation of Newest RNN and Seq2Seq Features

deep-rl-tensorflow * Python 1

TensorFlow implementation of Deep Reinforcement Learning papers

DQN-tensorflow * Python 1

Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning

EV3PortViewer Objective-C 1

neural-doodle * Python 1

Turn your two-bit doodles into fine artworks with deep neural networks! An implementation of Semantic Style Transfer.

neural-network-papers * JavaScript 1

GA3C * Python 1

Hybrid CPU/GPU implementation of the A3C algorithm for deep reinforcement learning.

pixel-recursive-super-resolution * Python 1

Tensorflow implementation of pixel-recursive-super-resolution(Google Brain paper: https://arxiv.org/abs/1702.00783)

KCFcpp * C++ 1

C++ Implementation of KCF Tracker

darknet * C 1

Convolutional Neural Networks

mario-ai * Lua 1

EV3Car Objective-C 1

iPhone Control ev3 car by bluetooth

SystemSoundServices Objective-C 1

tinyCNNOSX C++ 1

run tiny CNN on OSX

EV3Tank Objective-C 1

Protractor Objective-C 0

Open Source iOS app

3D-Protractor Objective-C 0

Open Source iOS app 3D Protractor

prototypical-network-pytorch * Python 0

A re-implementation of "Prototypical Networks for Few-shot Learning"

tensorpack * Python 0

Neural Network Toolbox on TensorFlow

Smash-Bugs Objective-C 0

Open Source iOS app

SuperRace Swift 0

Open Source iOS app

Air-Drum Objective-C 0

DnCNN * Matlab 0

Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising

srez * Python 0

Image super-resolution through deep learning

subpixel * Jupyter Notebook 0

subpixel: A subpixel convnet for super resolution with Tensorflow

ntm-one-shot * Python 0

One-shot Learning with Memory-Augmented Neural Networks

DNC-tensorflow * Jupyter Notebook 0

A TensorFlow implementation of DeepMind's Differential Neural Computers (DNC)

unreal * Python 0

Reinforcement learning with unsupervised auxiliary tasks

NTM-One-Shot-TF * Python 0

One Shot Learning using Memory-Augmented Neural Networks based on Neural Turing Machine architecture in Tensorflow

third_person_im * Python 0

third person imitation learning shit post for replication

predictron * Python 0

Tensorflow implementation of "The Predictron: End-To-End Learning and Planning"

fast-weights * Python 0

Implementation of Using Fast Weights to Attend to the Recent Past

ROLO * Python 0

ROLO is short for Recurrent YOLO, aimed at simultaneous object detection and tracking

Hand-Gesture-Control-EV3-vis-iPhone HTML 0

Controlling EV3 Robot Arm by Hand Gesture using iPhone

benchmark_results * 0

visual tracker benchmark results

research * Python 0

comma.ai for the people to experiment with

trpo * Python 0

ddpg-1 * Jupyter Notebook 0

Implementation of Deep Deterministic Policy Gradients using TensorFlow, compatible with the OpenAI Gym

async_deep_reinforce * Python 0

Asynchronous Methods for Deep Reinforcement Learning

modular_rl * Python 0

Implementation of TRPO and related algorithms

neural-style * Python 0

Neural style in TensorFlow! • http://www.anishathalye.com/2015/12/19/an-ai-that-can-mimic-any-artist/ • https://git.io/style

Blog CSS 0

sketch-rnn * Python 0

Multilayer LSTM and Mixture Density Network for modelling path-level SVG Vector Graphics data in TensorFlow

write-rnn-tensorflow * Python 0

Generative Handwriting using LSTM Mixture Density Network with TensorFlow

face-landmark-localization * Python 0

cnn network predict face landmarks (68 points) and head pose (3d pose, yaw,roll,pitch).

asms * C++ 0

Scale adaptive mean-shift tracker

rpg_svo * C++ 0

Semi-direct Visual Odometry

deepQN_tensorflow * Python 0

Deep Q Learning in Tensorflow for ATARI

px4ros * 0

contains submodules for ROS SITL, used to define relations between projects/versions

DeepLearningVideoGames * Python 0

gps * Python 0

Guided Policy Search

TensorBox * Jupyter Notebook 0

deep_q_rl * Python 0

Theano-based implementation of Deep Q-learning

cifar.torch * Lua 0

DeepMind-Atari-Deep-Q-Learner * Lua 0

The original code from the DeepMind article + my tweaks

deep-reinforcement-learning-papers * 0

A list of recent papers regarding deep reinforcement learning

mavros * C++ 0

MAVLink to ROS gateway with UDP proxy for Ground Control Station

stanford_dl_ex * Matlab 0

Programming exercises for the Stanford Unsupervised Feature Learning and Deep Learning Tutorial

iOS_EV3_WiFi_Library 0

SystemSoundServicesDemo 0

编程语言 排名 好于 星星数
Python 1 100.00% 21840
Swift 311 97.34% 73
C++ 481 98.97% 84
Jupyter Notebook 511 95.42% 5
Objective-C 2690 87.14% 11
更新于2018-12-06 15:45:59