Awesome

Top deep learning Github repositories

Here's a list of top 200 deep learning Github repositories sorted by the number of stars. The query that has been used with Github search API is:

deep-learning OR CNN OR RNN OR "convolutional neural network" OR "recurrent neural network"

Trending deep learning Github repositories can be found here.

Date: 02-02-2020 compared to 09-01-2019

Note: This will be updated regularly.

	Pos	Name	Description	Language	Stars	Forks
:heavy_minus_sign:	1	tensorflow	An Open Source Machine Learning Framework for Everyone	C++	140574	79704
:heavy_minus_sign:	2	keras	Deep Learning for humans	Python	46627	17671
:heavy_minus_sign:	3	opencv	Open Source Computer Vision Library	C++	41817	32255
:arrow_up:1	4	DeepLearning-500-questions	深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06	None	36349	11201
:arrow_down:1	5	TensorFlow-Examples	TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)	Jupyter Notebook	36173	13657
:heavy_minus_sign:	6	pytorch	Tensors and Dynamic neural networks in Python with strong GPU acceleration	C++	35719	8990
:heavy_minus_sign:	7	caffe	Caffe: a fast open framework for deep learning.	C++	29775	18028
:arrow_up:4	8	faceswap	Deepfakes Software For All	Python	28863	9258
:new:	9	100-Days-Of-ML-Code	100 Days of ML Coding	Python	27766	6943
:arrow_down:1	10	deeplearningbook-chinese	Deep Learning Book Chinese Translation	TeX	27753	8098
:arrow_down:1	11	Deep-Learning-Papers-Reading-Roadmap	Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!	Python	25457	5818
:new:	12	practicalAI	📚 A practical approach to machine learning.	Jupyter Notebook	23437	4171
:arrow_down:2	13	machine-learning-for-software-engineers	A complete daily plan for studying to become a machine learning engineer.	None	23326	5466
:arrow_up:2	14	AiLearning	AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP	Python	22923	7996
:arrow_down:2	15	Detectron	FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.	Python	22754	5016
:arrow_down:1	16	awesome-deep-learning-papers	The most cited deep learning papers	TeX	20574	3987
:arrow_up:1	17	handson-ml	A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.	Jupyter Notebook	18622	10022
:arrow_down:1	18	incubator-mxnet	Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more	Python	18344	6528
:arrow_up:1	19	data-science-ipython-notebooks	Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.	Python	17947	5528
:arrow_up:1	20	fastai	The fastai deep learning library, plus lessons and tutorials	Jupyter Notebook	17001	6029
:arrow_down:2	21	CNTK	Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit	C++	16658	4420
:heavy_minus_sign:	22	darknet	Convolutional Neural Networks	C	16203	10402
:arrow_up:15	23	d2l-zh	《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。	Python	15910	4061
:arrow_up:1	24	openpose	OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation	C++	15825	4682
:arrow_down:2	25	spaCy	💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython	Python	15643	2755
:heavy_minus_sign:	26	Mask_RCNN	Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow	Python	15583	7251
:arrow_up:4	27	ML-From-Scratch	Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.	Python	15327	2935
:arrow_up:2	28	pytorch-tutorial	PyTorch Tutorial for Deep Learning Researchers	Python	15314	4813
:arrow_up:62	29	Real-Time-Voice-Cloning	Clone a voice in 5 seconds to generate arbitrary speech in real-time	Python	15014	2651
:arrow_down:2	30	100-Days-Of-ML-Code	100-Days-Of-ML-Code中文版	Jupyter Notebook	14977	4170
:arrow_down:4	31	awesome-deep-learning	A curated list of awesome Deep Learning tutorials, projects and communities.	None	14565	4592
:arrow_down:8	32	lectures	Oxford Deep NLP 2017 course	None	14411	3477
:arrow_down:4	33	TensorFlow-Course	Simple and ready-to-use tutorials for TensorFlow	Python	13938	2782
:arrow_down:2	34	Qix	Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang	None	13091	4701
:arrow_down:2	35	cheatsheets-ai	Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat-sheets-for-machine-learning-and-deep-learning-researchers-efb6a8ebd2e5	None	13068	3175
:arrow_down:2	36	openface	Face recognition with deep neural networks.	Lua	13043	3260
:arrow_up:2	37	DeepSpeech	A TensorFlow implementation of Baidu's DeepSpeech architecture	C++	12951	2417
:arrow_down:2	38	tfjs	A WebGL accelerated JavaScript library for training and deploying ML models.	TypeScript	12566	1040
:arrow_down:4	39	Screenshot-to-code	A neural network that transforms a design mock-up into a static website.	HTML	12397	1226
:arrow_up:49	40	DeepFaceLab	DeepFaceLab is the leading software for creating deep fakes.	Python	12237	2802
:arrow_up:13	41	deeplearning-models	A collection of various deep learning architectures, models, and tips	Jupyter Notebook	11483	2678
:arrow_down:5	42	deeplearning4j	Eclipse Deeplearning4j, ND4J, DataVec and more - deep learning & linear algebra for Java/Scala with GPUs + Spark	Java	11454	4803
:arrow_down:2	43	awesome-datascience	:memo: An awesome Data Science repository to learn and apply for real world problems.	None	10992	3237
:arrow_up:6	44	pytorch-CycleGAN-and-pix2pix	Image-to-Image Translation in PyTorch	Python	10911	3141
:arrow_down:5	45	pix2code	pix2code: Generating Code from a Graphical User Interface Screenshot	Python	10709	1160
:arrow_down:4	46	neural-networks-and-deep-learning	Code samples for my book "Neural Networks and Deep Learning"	Python	10687	5046
:arrow_down:3	47	Paddle	PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）	C++	10676	2823
:arrow_up:4	48	nndl.github.io	《神经网络与深度学习》邱锡鹏著 Neural Network and Deep Learning	HTML	10517	2356
:arrow_up:14	49	ray	A fast and simple framework for building and running distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.	Python	10248	1484
:arrow_up:32	50	pytorch-handbook	pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行	Jupyter Notebook	10163	3056
:arrow_down:8	51	FastPhotoStyle	Style transfer, deep learning, feature transform	Python	10052	1041
:arrow_up:3	52	facenet	Face recognition using Tensorflow	Python	9965	4055
:arrow_down:7	53	char-rnn	Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch	Lua	9953	2370
:arrow_down:5	54	Machine-Learning-Tutorials	machine learning and deep learning tutorials, articles and other resources	None	9920	3029
:arrow_down:10	55	convnetjs	Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser.	JavaScript	9888	1976
:arrow_down:3	56	stanford-cs-229-machine-learning	VIP cheatsheets for Stanford's CS 229 Machine Learning	None	9888	2402
:arrow_down:9	57	neural-enhance	Super Resolution for images using deep learning.	Python	9868	1118
:new:	58	nsfw_data_scraper	Collection of scripts to aggregate image data for the purposes of training an NSFW Image Classifier	Shell	9853	2605
:arrow_down:1	59	awesome-nlp	:book: A curated list of resources dedicated to Natural Language Processing (NLP)	None	9846	1822
:arrow_down:13	60	dive-into-machine-learning	Dive into Machine Learning with Python Jupyter notebook and scikit-learn!	None	9786	1817
:new:	61	spleeter	Deezer source separation library including pretrained models.	Python	9752	853
:arrow_up:6	62	labelImg	🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images	Python	9635	3282
:arrow_down:3	63	tensor2tensor	Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.	Python	9522	2456
:arrow_down:8	64	CycleGAN	Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.	Lua	9419	1575
:arrow_down:6	65	stanford-tensorflow-tutorials	This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.	Python	9377	4273
:arrow_down:15	66	tflearn	Deep learning library featuring a higher-level API for TensorFlow.	Python	9363	2396
:arrow_up:2	67	deep-learning-with-python-notebooks	Jupyter notebooks for the code samples of the book "Deep Learning with Python"	Jupyter Notebook	9349	4607
:arrow_down:11	68	turicreate	Turi Create simplifies the development of custom machine learning models.	C++	9331	949
:arrow_up:7	69	learnopencv	Learn OpenCV : C++ and Python Examples	Jupyter Notebook	9264	6080
:arrow_up:1	70	DeOldify	A Deep Learning based project for colorizing and restoring old images (and video!)	Jupyter Notebook	8949	988
:arrow_up:2	71	Awesome-pytorch-list	A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.	None	8917	1954
:arrow_down:6	72	DeepCreamPy	Decensoring Hentai with Deep Neural Networks	Python	8874	961
:arrow_down:11	73	awesome-deep-vision	A curated list of deep learning resources for computer vision	None	8842	2586
:arrow_down:7	74	fast-style-transfer	TensorFlow CNN for fast style transfer ⚡🖥🎨🖼	Python	8667	2160
:arrow_down:10	75	EffectiveTensorflow	TensorFlow 1.x and 2.x tutorials and best practices.	None	8566	964
:arrow_down:15	76	tfjs-core	WebGL-accelerated ML // linear algebra // automatic differentiation for JavaScript.	TypeScript	8561	988
:arrow_down:5	77	dlib	A toolkit for making real world machine learning and data analysis applications in C++	C++	8546	2547
:heavy_minus_sign:	78	horovod	Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.	Python	8517	1330
:arrow_down:15	79	caffe2	Caffe2 is a lightweight, modular, and scalable deep learning framework.	Shell	8482	2096
:arrow_down:1	80	conv_arithmetic	A technical report on convolution arithmetic in the context of deep learning	TeX	8169	1591
:arrow_down:11	81	sonnet	TensorFlow-based neural network library	Python	8138	1182
:arrow_down:2	82	ncnn	ncnn is a high-performance neural network inference framework optimized for the mobile platform	C++	8071	2128
:arrow_up:1	83	imgaug	Image augmentation for machine learning experiments.	Python	8013	1603
:arrow_down:9	84	TensorFlow-Tutorials	TensorFlow Tutorials with YouTube Videos	Jupyter Notebook	8007	3922
:arrow_down:8	85	libfacedetection	An open source library for face detection in images. The face detection speed can reach 1500FPS.	C++	7971	2267
:arrow_down:5	86	allennlp	An open-source NLP research library, built on PyTorch.	Python	7949	1707
:arrow_down:13	87	MLAlgorithms	Minimal and clean examples of machine learning algorithms implementations	Python	7907	1424
:arrow_up:5	88	netron	Visualizer for neural network, deep learning and machine learning models	JavaScript	7882	959
:arrow_up:1	89	shap	A game theoretic approach to explain the output of any machine learning model.	Jupyter Notebook	7792	1091
:arrow_down:5	90	onnx	Open Neural Network Exchange	PureBasic	7792	1281
:arrow_down:4	91	ml-agents	Unity Machine Learning Agents Toolkit	Python	7685	2052
:arrow_down:6	92	mit-deep-learning-book-pdf	MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville	Java	7534	1845
:arrow_down:10	93	pix2pix	Image-to-image translation with conditional adversarial nets	Lua	7423	1289
:heavy_minus_sign:	94	deep-learning-drizzle	Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!	None	7284	1694
:arrow_down:7	95	fashion-mnist	A MNIST-like fashion product database. Benchmark :point_right:	Python	7160	1564
:arrow_up:1	96	deep_learning_object_detection	A paper list of object detection using deep learning.	None	7139	2009
:new:	97	Dive-into-DL-PyTorch	本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。	Jupyter Notebook	7092	2054
:arrow_up:2	98	mit-deep-learning	Tutorials, assignments, and competitions for MIT Deep Learning related courses.	Jupyter Notebook	6899	1543
:arrow_up:25	99	recommenders	Best Practices on Recommendation Systems	Jupyter Notebook	6899	977
:new:	100	Deep-Learning-with-TensorFlow-book	深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.	Python	6771	1848
:arrow_up:1	101	pytorch-book	PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)	Jupyter Notebook	6685	2453
:arrow_up:7	102	bert-as-service	Mapping a variable-length sentence to a fixed-length vector using BERT model	Python	6681	1357
:new:	103	streamlit	Streamlit — The fastest way to build custom ML tools	Python	6650	575
:arrow_down:9	104	autokeras	An AutoML system based on Keras	Python	6561	1058
:arrow_down:13	105	py-faster-rcnn	Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version	Python	6551	3875
:arrow_up:13	106	pytorch_geometric	Geometric Deep Learning Extension Library for PyTorch	Python	6473	1036
:arrow_down:3	107	Keras-GAN	Keras implementations of Generative Adversarial Networks.	Python	6450	2323
:arrow_down:9	108	ludwig	Ludwig is a toolbox built on top of TensorFlow that allows to train and test deep learning models without the need to write code.	Python	6350	724
:arrow_down:13	109	lab	A customisable 3D platform for agent-based AI research	C	6052	1222
:arrow_down:7	110	deep-learning-models	Keras code and weights files for popular deep learning models.	Python	5959	1986
:new:	111	handson-ml2	A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.	Jupyter Notebook	5921	2144
:arrow_down:6	112	tensorlayer	Deep Learning and Reinforcement Learning Library for Scientists 🔥	Python	5876	1344
:arrow_down:15	113	BossSensor	Hide screen when boss is approaching.	Python	5830	1091
:arrow_down:4	114	text_classification	all kinds of text classification models and more with deep learning	Python	5794	2200
:new:	115	machine-learning-yearning-cn	Machine Learning Yearning 中文版 - 《机器学习训练秘籍》 - Andrew Ng 著	CSS	5770	1232
:arrow_down:15	116	Swift-AI	The Swift machine learning library.	Swift	5666	549
:arrow_up:8	117	python-machine-learning-book-2nd-edition	The "Python Machine Learning (2nd edition)" book code repository and info resource	Jupyter Notebook	5569	2288
:arrow_down:13	118	awesome-rnn	Recurrent Neural Network - A curated list of resources dedicated to RNN	None	5559	1403
:arrow_down:11	119	DeepLearningFlappyBird	Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).	Python	5507	1808
:arrow_down:13	120	SerpentAI	Game Agent Framework. Helping you create AIs / Bots to play any game you own!	Jupyter Notebook	5451	607
:arrow_down:10	121	tensorflow_cookbook	Code for Tensorflow Machine Learning Cookbook	Jupyter Notebook	5438	2331
:arrow_down:4	122	AdversarialNetsPapers	The classical paper list with code about generative adversarial nets	None	5356	1824
:arrow_down:8	123	darkflow	Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices	Python	5328	1909
:arrow_down:12	124	deepo	Set up deep learning environment in a single command line.	Python	5308	654
:arrow_up:58	125	nni	An open source AutoML toolkit for neural architecture search, model compression and hyper-parameter tuning.	Python	5281	676
:arrow_down:10	126	chainer	A flexible framework of neural networks for deep learning	Python	5274	1369
:arrow_down:6	127	awesome-artificial-intelligence	A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers	None	5239	1117
:arrow_down:5	128	tensorpack	A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility	Python	5213	1593
:arrow_down:12	129	deep-residual-networks	Deep Residual Learning for Image Recognition	None	5193	2041
:arrow_up:12	130	nlp-tutorial	Natural Language Processing Tutorial for Deep Learning Researchers	Jupyter Notebook	5176	1387
:arrow_down:11	131	cnn-text-classification-tf	Convolutional Neural Network for Text Classification in Tensorflow	Python	5107	2620
:arrow_down:19	132	neuraltalk	NeuralTalk is a Python+numpy project for learning Multimodal Recurrent Neural Networks that describe images with sentences.	Python	5086	1333
:arrow_down:19	133	srez	Image super-resolution through deep learning	Python	5079	655
:arrow_down:5	134	xlnet	XLNet: Generalized Autoregressive Pretraining for Language Understanding	Python	5046	976
:arrow_down:13	135	tiny-dnn	header only, dependency-free deep learning framework in C++14	C++	4992	1284
:new:	136	incubator-tvm	Open deep learning compiler stack for cpu, gpu and specialized accelerators	Python	4966	1324
:arrow_up:16	137	awesome-object-detection	Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html	None	4914	1474
:arrow_up:16	138	PySyft	A library for encrypted, privacy preserving machine learning	Python	4819	1073
:arrow_up:11	139	wav2letter	Facebook AI Research's Automatic Speech Recognition Toolkit	C++	4806	767
:arrow_down:4	140	deep-learning-coursera	Deep Learning Specialization by Andrew Ng on Coursera.	Jupyter Notebook	4773	3710
:arrow_down:14	141	Paddle-Lite	Multi-platform high performance deep learning inference engine (『飞桨』多平台高性能深度学习预测引擎）	C++	4770	993
:arrow_down:14	142	TopDeepLearning	A list of popular github projects related to deep learning	Python	4764	970
:arrow_up:2	143	faster-rcnn.pytorch	A faster pytorch implementation of faster r-cnn	Python	4764	1616
:arrow_down:14	144	face_classification	Real-time face detection and emotion/gender classification using fer2013/imdb datasets with a keras CNN model and openCV.	Python	4703	1388
:arrow_down:19	145	keras-js	Run Keras models in the browser, with GPU support using WebGL	JavaScript	4685	507
:arrow_up:2	146	photoprism	Personal Photo Management powered by Go and Google TensorFlow	Go	4623	258
:arrow_down:13	147	h2o-3	Open Source Fast Scalable Machine Learning Platform For Smarter Applications: Deep Learning, Gradient Boosting & XGBoost, Random Forest, Generalized Linear Modeling (Logistic Regression, Elastic Net), K-Means, PCA, Stacked Ensembles, Automatic Machine Learning (AutoML), etc.	Java	4580	1672
:arrow_down:17	148	TensorFlow-World	:earth_americas: Simple and ready-to-use tutorials for TensorFlow	Python	4468	426
:heavy_minus_sign:	149	the-incredible-pytorch	The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.	None	4463	883
:new:	150	mediapipe	MediaPipe is a cross-platform framework for building multimodal applied machine learning pipelines	C++	4458	785
:arrow_down:12	151	keras-rl	Deep Reinforcement Learning for Keras.	Python	4445	1146
:arrow_down:19	152	edward	A probabilistic programming language in TensorFlow. Deep generative models, variational inference.	Jupyter Notebook	4435	780
:arrow_down:7	153	MMdnn	MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML.	Python	4421	839
:arrow_down:22	154	amazon-dsstne	Deep Scalable Sparse Tensor Network Engine (DSSTNE) is an Amazon developed library for building Deep Learning (DL) machine learning (ML) models	C++	4408	762
:new:	155	TensorFlow-2.x-Tutorials	TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码，实战教程。	Jupyter Notebook	4348	1415
:new:	156	albumentations	fast image augmentation library and easy to use wrapper around other libraries	Python	4336	576
:arrow_up:9	157	Grokking-Deep-Learning	this repository accompanies the book "Grokking Deep Learning"	Jupyter Notebook	4313	926
:arrow_down:21	158	machine-learning-mindmap	A mindmap summarising Machine Learning concepts, from Data Analysis to Deep Learning.	None	4309	762
:arrow_down:8	159	pix2pixHD	Synthesizing and manipulating 2048x1024 images with conditional GANs	Python	4299	867
:arrow_down:25	160	neurojs	A JavaScript deep learning and reinforcement learning library.	JavaScript	4291	365
:arrow_up:34	161	pandas-profiling	Create HTML profiling reports from pandas DataFrame objects	Python	4290	588
:arrow_up:5	162	PyTorch-Tutorial	Build your neural network easy and fast	Jupyter Notebook	4286	1984
:arrow_down:3	163	machine_learning_examples	A collection of machine learning examples and tutorials.	Python	4232	4100
:arrow_down:20	164	Realtime_Multi-Person_Pose_Estimation	Code repo for realtime multi-person pose estimation in CVPR'17 (Oral)	Jupyter Notebook	4190	1252
:arrow_down:25	165	deeplearning-papernotes	Summaries and notes on Deep Learning research papers	None	4162	891
:arrow_down:23	166	sketch-code	Keras model to generate HTML code from hand-drawn website mockups. Implements an image captioning architecture to drawn source images.	Python	4148	534
:arrow_down:8	167	serving	A flexible, high-performance serving system for machine learning models	C++	4148	1663
:arrow_down:6	168	graph_nets	Build Graph Nets in Tensorflow	Python	4127	612
:arrow_down:22	169	tensorspace	Neural network 3D visualization framework, build interactive and intuitive model in browsers, support pre-trained deep learning models from TensorFlow, Keras, TensorFlow.js	JavaScript	4093	363
:arrow_up:15	170	book	:books: All programming languages books	None	4071	1492
:new:	171	seq2seq-couplet	Play couplet with seq2seq model. 用深度学习对对联。	Python	4060	813
:arrow_up:9	172	spinningup	An educational resource to help anyone learn deep reinforcement learning.	Python	4030	820
:arrow_down:32	173	DeepLearningProject	An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.	HTML	4028	614
:arrow_down:13	174	stanford-cs-230-deep-learning	VIP cheatsheets for Stanford's CS 230 Deep Learning	None	4017	816
:arrow_up:11	175	labelme	Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).	Python	4000	1275
:arrow_down:18	176	vrn	:man: Code for "Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric CNN Regression"	Shell	3951	659
:new:	177	dgl	Python package built to ease deep learning on graph, on top of existing DL frameworks.	Python	3944	656
:arrow_down:26	178	learning-to-learn	Learning to Learn in TensorFlow	Python	3934	587
:arrow_up:19	179	MVision	机器人视觉移动机器人 VS-SLAM ORB-SLAM2 深度学习目标检测 yolov3 行为检测 opencv PCL 机器学习无人驾驶	C++	3914	1699
:arrow_down:6	180	DeepPavlov	An open source library for deep learning end-to-end dialog systems and chatbots.	Python	3912	720
:new:	181	models	Pre-trained and Reproduced Deep Learning Models （『飞桨』官方模型库，包含多种学术前沿和工业场景验证的深度学习模型）	Python	3910	1839
:arrow_down:25	182	DIGITS	Deep Learning GPU Training System	HTML	3899	1386
:arrow_up:7	183	carla	Open-source simulator for autonomous driving research.	C++	3885	1058
:arrow_down:29	184	DeepLearningTutorials	Deep Learning Tutorial notes and code. See the wiki for more info.	Python	3882	2137
:arrow_down:21	185	DenseNet	Densely Connected Convolutional Networks, In CVPR 2017 (Best Paper Award).	Lua	3833	923
:arrow_down:30	186	neon	Intel® Nervana™ reference deep learning framework committed to best performance on all hardware	Python	3821	847
:arrow_down:7	187	OpenNMT-py	Open Source Neural Machine Translation in PyTorch	Python	3802	1453
:arrow_down:25	188	DeepLearningZeroToAll	TensorFlow Basic Tutorial Labs	Jupyter Notebook	3798	2394
:new:	189	d2l-en	Dive into Deep Learning: an interactive deep learning book with code, math, and discussions, based on the NumPy interface.	Python	3790	976
:arrow_down:17	190	Augmentor	Image augmentation library in Python for machine learning.	Jupyter Notebook	3767	714
:arrow_down:21	191	Deep-Learning-21-Examples	《21个项目玩转深度学习———基于TensorFlow的实践详解》配套代码	Python	3750	1637
:arrow_down:20	192	mace	MACE is a deep learning inference framework optimized for mobile heterogeneous computing platforms.	C++	3735	662
:arrow_down:17	193	Practical_RL	A course in reinforcement learning in the wild	Jupyter Notebook	3716	1082
:arrow_down:29	194	dl-docker	An all-in-one Docker image for deep learning. Contains all the popular DL frameworks (TensorFlow, Theano, Torch, Caffe, etc.)	Python	3706	823
:arrow_down:27	195	deep-learning-roadmap	:satellite: All You Need to Know About Deep Learning - A kick-starter	Python	3680	565
:arrow_down:21	196	SSD-Tensorflow	Single Shot MultiBox Detector in TensorFlow	Jupyter Notebook	3651	1779
:arrow_down:28	197	MachineLearning	Basic Machine Learning and Deep Learning	Python	3648	2722
:new:	198	machine-learning-notes	My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (1500+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(1500+页)和视频链接	Jupyter Notebook	3612	1007
:new:	199	ML-NLP	此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。	Jupyter Notebook	3603	1073
:arrow_down:9	200	attention-is-all-you-need-pytorch	A PyTorch implementation of the Transformer model in "Attention is All You Need".	Python	3603	953