mbadry1/Trending-Deep-Learning：按特定日获得的星星数排序的前100名热门深度学习仓库

项目介绍

mbadry1/Trending-Deep-Learning 是一个托管在 GitHub 上的开源项目，主要使用 Python 编写，采用 MIT License 许可证，目前获得 705 个 Star、219 次 Fork。

仓库全名: mbadry1/Trending-Deep-Learning

README 摘要

Trending deep learning Github repositories Here's a list of top 100 deep learning Github trending repositories sorted by the number of stars gained on a specific day. 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" Repositories with 40000 stars or more are excluded. Top deep learning Github repositories can be found…

完整内容见 GitHub 原始 README 或本页。

常见问题

Trending-Deep-Learning 用什么语言开发？

主要使用 Python 编写，采用 MIT License 许可证，目前有 705 个 Star。

Trending-Deep-Learning 可以免费商用吗？

如何获取 Trending-Deep-Learning 的源码？

可以直接克隆仓库：git clone https://github.com/mbadry1/Trending-Deep-Learning.git，默认分支为 master；安装与运行步骤见仓库 README。

Trending-Deep-Learning 最近还在维护吗？

仓库最近一次更新为 2020年2月2日，当前有 1 个未关闭 Issue；Star 数为 705，可作为社区活跃度的参考。

关于

GitHub 原始描述（英文）

Top 100 trending deep learning repositories sorted by the number of stars gained on a specific day.

artificial-intelligence artificial-neural-networks convolutional-neural-networks deep-learning deep-neural-networks deep-reinforcement-learning machine-learning recurrent-neural-networks stargazers-count trending-repositories

MIT License
705 Stars
219 Forks
62 Watching

描述取自 GitHub 官方 API，保持仓库作者书写的原文。

简要分析

热度分

1205

价值分

494

活跃状态

活跃

GitHub

语言占比

Python

贡献者

mbadry1

Here’s a list of top 100 deep learning Github trending repositories sorted by the number of stars gained on a specific day. 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"

Repositories with 40000 stars or more are excluded.

Top deep learning Github repositories can be found here.

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

Note: This will be updated regularly.

	Pos1	Name	Description	Language	Stars Today	Total Stars
:new:	1	spinningup	An educational resource to help anyone learn deep reinforcement learning.	Python	53	4030
:arrow_up:2	2	Real-Time-Voice-Cloning	Clone a voice in 5 seconds to generate arbitrary speech in real-time	Python	18	15014
:new:	3	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	17	6771
:arrow_up:15	4	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	16	10248
:arrow_up:1	5	DeepFaceLab	DeepFaceLab is the leading software for creating deep fakes.	Python	15	12237
:new:	6	pytorch3d	PyTorch3d is FAIR’s library of reusable components for deep learning with 3D data.	Python	15	544
:new:	7	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	15	7092
:new:	8	thinc	🔮 A refreshing functional take on deep learning, compatible with your favorite libraries	Python	15	1683
:arrow_up:15	9	pytorch-tutorial	PyTorch Tutorial for Deep Learning Researchers	Python	14	15314
:arrow_up:39	10	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	14	5921
:arrow_up:3	11	pytorch	Tensors and Dynamic neural networks in Python with strong GPU acceleration	C++	14	35719
:arrow_up:35	12	pytorch_geometric	Geometric Deep Learning Extension Library for PyTorch	Python	11	6473
:arrow_down:11	13	faceswap	Deepfakes Software For All	Python	11	28863
:new:	14	streamlit	Streamlit — The fastest way to build custom ML tools	Python	11	6650
:new:	15	nni	An open source AutoML toolkit for neural architecture search, model compression and hyper-parameter tuning.	Python	11	5281
:new:	16	yolov3	YOLOv3 in PyTorch > ONNX > CoreML > iOS	Jupyter Notebook	10	3400
:new:	17	book	:books: All programming languages books	None	10	4071
:arrow_up:28	18	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	10	10163
:arrow_up:13	19	TensorFlow-Examples	TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)	Jupyter Notebook	9	36173
:arrow_up:11	20	tfjs	A WebGL accelerated JavaScript library for training and deploying ML models.	TypeScript	9	12566
:new:	21	carla	Open-source simulator for autonomous driving research.	C++	9	3885
:arrow_down:2	22	Mask_RCNN	Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow	Python	9	15583
:new:	23	jetson-inference	Guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.	C++	9	2636
:arrow_up:35	24	awesome-deep-learning	A curated list of awesome Deep Learning tutorials, projects and communities.	None	8	14565
:new:	25	catalyst	Accelerated DL & RL	Python	8	1544
:arrow_up:62	26	awesome-project-ideas	Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas	None	8	3381
:arrow_down:2	27	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	8	15910
:arrow_down:12	28	pandas-profiling	Create HTML profiling reports from pandas DataFrame objects	Python	8	4290
:arrow_down:17	29	AiLearning	AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP	Python	8	22923
:new:	30	spleeter	Deezer source separation library including pretrained models.	Python	7	9752
:new:	31	pytorch-lightning	The lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate	Python	7	3512
:new:	32	photoprism	Personal Photo Management powered by Go and Google TensorFlow	Go	7	4623
:arrow_down:22	33	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	7	18622
:new:	34	Deep-Learning-Papers-Reading-Roadmap	Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!	Python	7	25457
:heavy_minus_sign:	35	deeplearning-models	A collection of various deep learning architectures, models, and tips	Jupyter Notebook	7	11482
:new:	36	trax	Trax — your path to advanced deep learning	Jupyter Notebook	7	1649
:new:	37	practicalAI	📚 A practical approach to machine learning.	Jupyter Notebook	7	23437
:new:	38	fashion-mnist	A MNIST-like fashion product database. Benchmark :point_right:	Python	6	7160
:arrow_up:61	39	mit-deep-learning	Tutorials, assignments, and competitions for MIT Deep Learning related courses.	Jupyter Notebook	6	6899
:new:	40	label-studio	Label Studio is a multi-type data labeling and annotation tool with standardized output format	JavaScript	6	2379
:new:	41	ASRT_SpeechRecognition	A Deep-Learning-Based Chinese Speech Recognition System 基于深度学习的中文语音识别系统	Python	6	2437
:new:	42	nlp_overview	Overview of Modern Deep Learning Techniques Applied to Natural Language Processing	CSS	6	844
:arrow_up:8	43	machine-learning-for-software-engineers	A complete daily plan for studying to become a machine learning engineer.	None	6	23326
:new:	44	spaCy	💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython	Python	6	15643
:arrow_up:42	45	facenet	Face recognition using Tensorflow	Python	6	9965
:arrow_up:33	46	stanford-cs-229-machine-learning	VIP cheatsheets for Stanford’s CS 229 Machine Learning	None	6	9888
:arrow_up:7	47	dlaicourse	Notebooks for learning deep learning	Jupyter Notebook	5	2184
:arrow_up:16	48	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	5	6350
:arrow_up:9	49	autokeras	An AutoML system based on Keras	Python	5	6561
:new:	50	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	5	3910
:new:	51	Keras-GAN	Keras implementations of Generative Adversarial Networks.	Python	5	6450
:arrow_up:19	52	dgl	Python package built to ease deep learning on graph, on top of existing DL frameworks.	Python	5	3944
:arrow_down:17	53	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	5	4348
:new:	54	awesome-artificial-intelligence	A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers	None	5	5239
:arrow_up:38	55	deep-learning-coursera	Deep Learning Specialization by Andrew Ng on Coursera.	Jupyter Notebook	5	4773
:arrow_up:30	56	nlp-tutorial	Natural Language Processing Tutorial for Deep Learning Researchers	Jupyter Notebook	5	5176
:new:	57	deep-learning-with-python-notebooks	Jupyter notebooks for the code samples of the book “Deep Learning with Python”	Jupyter Notebook	5	9350
:new:	58	PySyft	A library for encrypted, privacy preserving machine learning	Python	5	4819
:new:	59	char-rnn	Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch	Lua	5	9953
:arrow_up:21	60	deeplearningbook-chinese	Deep Learning Book Chinese Translation	TeX	5	27753
:arrow_down:51	61	fastai	The fastai deep learning library, plus lessons and tutorials	Jupyter Notebook	5	17001
:new:	62	DeepSpeech	A TensorFlow implementation of Baidu’s DeepSpeech architecture	C++	5	12951
:arrow_down:15	63	darknet	Convolutional Neural Networks	C	5	16203
:arrow_down:23	64	openpose	OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation	C++	5	15825
:new:	65	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++	4	3914
:new:	66	Dive-into-DL-TensorFlow2.0	本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为TensorFlow 2.0实现，项目已得到李沐老师的同意	Jupyter Notebook	4	1773
:new:	67	Practical_RL	A course in reinforcement learning in the wild	Jupyter Notebook	4	3716
:arrow_up:30	68	Awesome-PyTorch-Chinese	【干货】史上最全的PyTorch学习资源汇总	Python	4	1932
:new:	69	ICCV2019-LearningToPaint	ICCV2019 - A painting AI that can reproduce paintings stroke by stroke using deep reinforcement learning.	Python	4	1583
:arrow_down:5	70	d2l-en	Dive into Deep Learning: an interactive deep learning book with code, math, and discussions, based on the NumPy interface.	Python	4	3790
:arrow_down:4	71	Stock-Prediction-Models	Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations	Jupyter Notebook	4	1408
:new:	72	deeplearning4j	Eclipse Deeplearning4j, ND4J, DataVec and more - deep learning & linear algebra for Java/Scala with GPUs + Spark	Java	4	11454
:arrow_down:16	73	bert-as-service	Mapping a variable-length sentence to a fixed-length vector using BERT model	Python	4	6681
:new:	74	Deep-learning-books	Books for machine learning, deep learning, math, NLP, CV, RL, etc. 一些机器学习、深度学习等相关话题的书籍。	None	4	730
:arrow_down:1	75	labelImg	🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images	Python	4	9635
:new:	76	stanford-cs-230-deep-learning	VIP cheatsheets for Stanford’s CS 230 Deep Learning	None	4	4017
:arrow_up:8	77	mit-deep-learning-book-pdf	MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville	Java	4	7534
:arrow_up:16	78	machine_learning_examples	A collection of machine learning examples and tutorials.	Python	4	4232
:new:	79	albumentations	fast image augmentation library and easy to use wrapper around other libraries	Python	4	4336
:arrow_down:73	80	mediapipe	MediaPipe is a cross-platform framework for building multimodal applied machine learning pipelines	C++	4	4458
:new:	81	the-incredible-pytorch	The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.	None	4	4463
:new:	82	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	4	17947
:arrow_down:5	83	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	4	18344
:new:	84	face_classification	Real-time face detection and emotion/gender classification using fer2013/imdb datasets with a keras CNN model and openCV.	Python	4	4703
:arrow_down:32	85	caffe	Caffe: a fast open framework for deep learning.	C++	4	29775
:new:	86	wav2letter	Facebook AI Research’s Automatic Speech Recognition Toolkit	C++	4	4806
:new:	87	seq2seq-couplet	Play couplet with seq2seq model. 用深度学习对对联。	Python	4	4060
:new:	88	open_model_zoo	Pre-trained Deep Learning models and samples (high quality and extremely fast)	Python	4	1709
:new:	89	ml-agents	Unity Machine Learning Agents Toolkit	Python	4	7685
:arrow_down:10	90	DeepLearningExamples	Deep Learning Examples	Jupyter Notebook	4	3060
:new:	91	deep-high-resolution-net.pytorch	The project is an official implementation of our CVPR2019 paper “Deep High-Resolution Representation Learning for Human Pose Estimation”	Cuda	4	2177
:new:	92	awesome-mlss	List of summer schools in machine learning + related fields across the globe	None	4	621
:arrow_down:23	93	DeepLearning	深度学习入门教程&&优秀文章&&Deep Learning Tutorial	Jupyter Notebook	4	2308
:arrow_up:1	94	horovod	Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.	Python	4	8517
:new:	95	deep-learning-v2-pytorch	Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101	Jupyter Notebook	4	2733
:new:	96	cortex	Deploy machine learning models in production	Go	4	2848
:new:	97	pytorch-summary	Model summary in PyTorch similar to `model.summary()` in Keras	Python	4	1952
:new:	98	pwnagotchi	(⌐■_■) - Deep Reinforcement Learning instrumenting bettercap for WiFi pwning.	JavaScript	4	3162
:new:	99	cvat	Powerful and efficient Computer Vision Annotation Tool (CVAT)	Python	3	3074
:arrow_down:56	100	AI-Job-Notes	AI算法岗求职攻略（涵盖准备攻略、刷题指南、内推和AI公司清单等资料）	None	3	1857

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Trending-Deep-Learning

项目介绍

README 摘要

常见问题

相关仓库

关于

简要分析

语言占比

贡献者

Trending deep learning Github repositories

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