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1-year-machinelearning-journey

An advanced program in Machine Learning and Deep Learning

alphatree-graphic-deep-neural-network

AI Roadmap:机器学习(Machine Learning)、深度学习(Deep Learning)、对抗神经网络(GAN），图神经网络（GNN），NLP，大数据相关的发展路书(roadmap), 并附海量源码（python，pytorch）带大家消化基本知识点，突破面试，完成从新手到合格工程师的跨越，其中深度学习相关论文附有tensorflow caffe官方源码，应用部分含推荐算法和知识图谱

amiga2000-gfxcard

MNT VA2000, an Open Source Amiga 2/3/4000 Graphics Card (Zorro II/III), written in Verilog

any-angle-pathfinding

A collection of algorithms used for any-angle pathfinding with visualisations.

arcade-learning-environment

The Arcade Learning Environment (ALE) -- a platform for AI research.

async-rl

Replicating "Asynchronous Methods for Deep Reinforcement Learning" (http://arxiv.org/abs/1602.01783)

awesome

😎 Awesome lists about all kinds of interesting topics

awesome-automl-and-lightweight-models

A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures, 3.) Model Compression, Quantization and Acceleration, 4.) Hyperparameter Optimization, 5.) Automated Feature Engineering.

awesome-decision-tree-papers

A collection of research papers on decision, classification and regression trees with implementations.

awesome-deep-neural-network-compression

Summary, Code for Deep Neural Network Quantization

awesome-deep-text-detection-recognition

A curated list of resources for text detection/recognition (optical character recognition ) with deep learning methods.

awesome-distributed-systems

A curated list to learn about distributed systems

awesome-gan-for-medical-imaging

Awesome GAN for Medical Imaging

awesome-gans

Awesome Generative Adversarial Networks with tensorflow

awesome-graph-neural-networks

Paper Lists for Graph Neural Networks

awesome-imitation-learning

A curated list of awesome imitation learning resources and publications

awesome-linux-software

A list of awesome applications, software, tools and other materials for Linux distros.

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-math

A curated list of awesome mathematics resources

awesome-model-compression-and-acceleration

awesome-pruning

A curated list of neural network pruning resources.

awesome-python

A curated list of awesome Python frameworks, libraries, software and resources

awesome-pytorch-chinese

【干货】史上最全的PyTorch学习资源汇总

awesome-reinforcement-learning-zh

中文整理的强化学习资料（Reinforcement Learning）

awesome-rl

Reinforcement learning resources curated

awesome-rnn

Recurrent Neural Network - A curated list of resources dedicated to RNN

awesome-scene-text-recognition

A curated list of resources dedicated to scene text localization and recognition

awesome-semantic-segmentation-pytorch

Semantic Segmentation on PyTorch (include FCN, PSPNet, Deeplabv3, Deeplabv3+, DANet, DenseASPP, BiSeNet, EncNet, DUNet, ICNet, ENet, OCNet, CCNet, PSANet, CGNet, ESPNet, LEDNet, DFANet)

awesome-speech-recognition-speech-synthesis-papers

Speech synthesis, voice conversion, self-supervised learning, music generation,Automatic Speech Recognition, Speaker Verification, Speech Synthesis, Language Modeling

basic_reinforcement_learning

An introductory series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.