深度学习/人工智能/机器学习资料汇总(Deep Learning/Artificial Intelligent/Machine Learning) 持续更新……
🔥 New:10款推荐系统仿真器(模拟平台)汇总和点评
🔥 New:如何规划和启动你的ML/DL项目
🔥 New:本期新增神经网络与深度学习、ArXiv论文及代码、深度学习速查表及笔试面试精选等内容
(推荐Michael Nielsen及吴恩达视频课程,内容深入浅出。其中1是网易免费版,尚无习题,如需要可在链接2注册获取。)
Project Name | Stars | Description |
---|---|---|
TensorFlow | 124490 | Computation using data flow graphs for scalable machine learning. |
TensorFlow Models | 50630 | Models built with TensorFlow. |
Keras | 39678 | Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano and TensorFlow. |
Caffe | 27691 | Caffe: a fast open framework for deep learning. |
TensorFlow Examples | 30458 | TensorFlow tutorials and code examples for beginners. |
Neural Style | 16692 | Torch implementation of neural style algorithm. |
CNTK | 15965 | Computational Network Toolkit (CNTK). |
MXNet | 16622 | Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more. |
Deep Dream | 11871 | Deep Dream. |
OpenAI Gym | 16117 | A toolkit for developing and comparing reinforcement learning algorithms. |
OpenFace | 11845 | Face recognition with deep neural networks. |
ConvNet JS | 9600 | Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser. |
Magenta | 12790 | Magenta: Music and Art Generation with Machine Intelligence |
Roc AlphaGo | 8918 | An independent, student-led replication of DeepMind's 2016 Nature publication, "Mastering the game of Go with deep neural networks and tree search" (Nature 529, 484-489, 28 Jan 2016). |
Neural Doodle | 9050 | Turn your two-bit doodles into fine artworks with deep neural networks, generate seamless textures from photos, transfer style from one image to another, perform example-based upscaling, but wait... there's more! (An implementation of Semantic Style Transfer.) |
deeplearning4j | 10560 | Deep Learning for Java, Scala & Clojure on Hadoop, Spark. |
Theano | 8732 | Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It can use GPUs and perform efficient symbolic differentiation. |
Torch | 8241 | Torch7, Deep Learning Library. |
TFLearn | 9002 | Deep learning library featuring a higher-level API for TensorFlow. |
Char RNN | 9211 | Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch. |
TensorFlow Playground | 8015 | Play with neural networks! |
Synaptic | 6463 | architecture-free neural network library for node.js and the browser |
Nupic | 5864 | Numenta Platform for Intelligent Computing: a brain-inspired machine intelligence platform, and biologically accurate neural network based on cortical learning algorithms. |
Leaf | 5389 | Open Machine Intelligence Framework for Hackers. |