keithyin

kethyin's starred repositories

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

Language:PythonMIT3021600

universe

Universe: a software platform for measuring and training an AI's general intelligence across the world's supply of games, websites and other applications.

Language:PythonMIT746600

pytorch-meta-optimizer

A PyTorch implementation of Learning to learn by gradient descent by gradient descent

Language:PythonMIT30900

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

Language:PythonMIT356700

abseil-cpp

Abseil Common Libraries (C++)

Language:C++Apache-2.01480900

modular_rl

Implementation of TRPO and related algorithms

Language:PythonMIT61900

python-parallel-programming-cookbook-cn

📖《Python Parallel Programming Cookbook》中文版

Language:Python147300

pytorch-a3c

PyTorch implementation of Asynchronous Advantage Actor Critic (A3C) from "Asynchronous Methods for Deep Reinforcement Learning".

Language:PythonMIT122300

onnx

Open standard for machine learning interoperability

Language:PythonApache-2.01770100

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

Language:PythonApache-2.06175900

Meta-Learning-Papers

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

261400

DDPG

Implementation of DDPG (Modified from the work of Patrick Emami) - Tensorflow (no TFLearn dependency), Ornstein Uhlenbeck noise function, reward discounting, works on discrete & continuous action spaces

Language:Python6500

tensorflow

图解tensorflow 源码

218200

tiny-dnn

header only, dependency-free deep learning framework in C++14

Language:C++NOASSERTION583400

darknet

Convolutional Neural Networks

Language:CNOASSERTION2573300

Deeplearning.ai-Solutions

Solutions of assignments and translation to Chinese

75300

tensorflow-white-paper-notes

Annotated notes and summaries of the TensorFlow white paper, along with SVG figures and links to documentation

MIT43900

karpathy.github.io

my blog

Language:CSS65000

pysc2

StarCraft II Learning Environment

Language:PythonApache-2.0800300

gym

A toolkit for developing and comparing reinforcement learning algorithms.

Language:PythonNOASSERTION3456500

tensorflow-deeplab-resnet

DeepLab-ResNet rebuilt in TensorFlow

Language:PythonMIT124900

mcnn

An implementation of the Multiscale Convolutional Neural Network (MCNN) architecture

Language:Python300

homework

Assignments for CS294-112.

Language:PythonMIT155800

deep-reinforcement-learning-papers

A list of recent papers regarding deep reinforcement learning

217500

LabelMeAnnotationTool

Source code for the LabelMe annotation tool.

Language:JavaScriptMIT139300

deep-reinforcement-learning-papers

A list of papers and resources dedicated to deep reinforcement learning

83500

fcn.berkeleyvision.org

Fully Convolutional Networks for Semantic Segmentation by Jonathan Long*, Evan Shelhamer*, and Trevor Darrell. CVPR 2015 and PAMI 2016.

Language:Python330400

mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

Language:C++Apache-2.02077200

Faster-RCNN_TF

Faster-RCNN in Tensorflow

Language:PythonMIT233900

SwitchyOmega

Manage and switch between multiple proxies quickly & easily.

Language:CoffeeScriptGPL-3.02122000