Deep Learning Textbooks ML Frameworks

Implementations and code companions for deep learning textbooks and educational books (primarily "Dive into Deep Learning" and similar structured learning resources). Does NOT include general tutorials, documentation, or frameworks without an accompanying textbook.

There are 222 deep learning textbooks frameworks tracked. 3 score above 70 (verified tier). The highest-rated is PaddlePaddle/Paddle at 100/100 with 23,752 stars and 1,602,874 monthly downloads. 4 of the top 10 are actively maintained.

Get all 222 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=deep-learning-textbooks&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Framework	Score	Tier	Stars	Language
1	PaddlePaddle/Paddle PArallel Distributed Deep LEarning: Machine Learning Framework from...	100	Verified	23,752	C++
2	fastai/fastai The fastai deep learning library	88	Verified	27,903	Jupyter Notebook
3	openvinotoolkit/openvino_notebooks 📚 Jupyter notebook tutorials for OpenVINO™	76	Verified	3,054	Jupyter Notebook
4	mryab/efficient-dl-systems Efficient Deep Learning Systems course materials (HSE, YSDA)	62	Established	964	Jupyter Notebook
5	fastai/fastbook The fastai book, published as Jupyter Notebooks	60	Established	24,733	Jupyter Notebook
6	msuzen/bristol Parallel random matrix tools and complexity for deep learning	60	Established	33	Jupyter Notebook
7	PaddlePaddle/docs Documentations for PaddlePaddle	57	Established	282	Python
8	roatienza/Deep-Learning-Experiments Videos, notes and experiments to understand deep learning	54	Established	1,183	Jupyter Notebook
9	deepjavalibrary/d2l-java The Java implementation of Dive into Deep Learning (D2L.ai)	54	Established	191	Jupyter Notebook
10	PaddlePaddle/PaddleScience PaddleScience is SDK and library for developing AI-driven scientific...	54	Established	436	Python
11	janishar/mit-deep-learning-book-pdf MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow,...	53	Established	13,954	Java
12	PaddlePaddle/Paddle-Lite PaddlePaddle High Performance Deep Learning Inference Engine for Mobile and...	53	Established	7,233	C++
13	deepgram/kur Descriptive Deep Learning	53	Established	823	Python
14	NeuromatchAcademy/course-content NMA Computational Neuroscience course	53	Established	2,977	Jupyter Notebook
15	csc-training/intro-to-dl Introduction to deep learning	52	Established	56	Python
16	fastai/course-v3 The 3rd edition of course.fast.ai	51	Established	4,920	Jupyter Notebook
17	ShusenTang/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。	51	Established	19,342	Jupyter Notebook
18	MingchaoZhu/DeepLearning Python for《Deep Learning》，该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现	51	Established	7,579	Python
19	TrickyGo/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认可	51	Established	3,836	Jupyter Notebook
20	dsgiitr/d2l-pytorch This project reproduces the book Dive Into Deep Learning (https://d2l.ai/),...	51	Established	4,343	Jupyter Notebook
21	rasbt/deep-learning-book Repository for "Introduction to Artificial Neural Networks and Deep...	51	Established	2,823	Jupyter Notebook
22	Mikoto10032/DeepLearning 深度学习入门教程, 优秀文章, Deep Learning Tutorial	51	Established	17,271	Jupyter Notebook
23	qiaohaoforever/DeepLearningFromScratch 《深度学习入门：基于Python的理论与实现》电子版及配套代码。	50	Established	1,043	Python
24	yandexdataschool/Practical_DL DL course co-developed by YSDA, HSE and Skoltech	50	Established	1,716	Jupyter Notebook
25	d2l-ai/d2l-en Interactive deep learning book with multi-framework code, math, and...	50	Established	28,401	Python
26	d2l-ai/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。	49	Emerging	76,172	Python
27	into-ai/deeplearning2020 course materials for introduction to deep learning 2020	49	Emerging	112	Jupyter Notebook
28	fastai/fastkaggle Kaggling for fast kagglers!	47	Emerging	55	Jupyter Notebook
29	ezponda/intro_deep_learning Deep learning course	46	Emerging	60	Jupyter Notebook
30	harleyszhang/dl_note 深度学习系统笔记，包含深度学习数学基础知识、神经网络基础部件详解、深度学习炼丹策略、模型压缩算法详解。	45	Emerging	513	Python
31	reshamas/fastai_deeplearn_part1 Notes for Fastai Deep Learning Course	44	Emerging	1,126	HTML
32	ionvision/DeepLearningCourseCodes Notes, Codes, and Tutorials for the Deep Learning Course	44	Emerging	263	Jupyter Notebook
33	SkalskiP/ILearnDeepLearning.py This repository contains small projects related to Neural Networks and Deep...	44	Emerging	1,400	Jupyter Notebook
34	sachinruk/deepschool.io Deep Learning tutorials in jupyter notebooks.	44	Emerging	1,809	Jupyter Notebook
35	wzy6642/Dive-Into-Deep-Learning-PyTorch-PDF 本项目对中文版《动手学深度学习》中的代码进行了PyTorch实现并整理为PDF版本供下载	44	Emerging	630	Jupyter Notebook
36	jatinshah/ufldl_tutorial Stanford Unsupervised Feature Learning and Deep Learning Tutorial	44	Emerging	696	Python
37	yeyun111/dlcv_for_beginners 《深度学习与计算机视觉》配套代码	44	Emerging	1,492	Python
38	graykode/distribution-is-all-you-need The basic distribution probability Tutorial for Deep Learning Researchers	44	Emerging	1,641	Python
39	erilyth/DeepLearning-Challenges Codes for weekly challenges on Deep Learning by Siraj	44	Emerging	266	Jupyter Notebook
40	fastai/fastai2 Temporary home for fastai v2 while it's being developed	44	Emerging	648	Jupyter Notebook
41	PracticalDL/Practical-Deep-Learning-Book Official code repo for the O'Reilly Book - Practical Deep Learning for...	44	Emerging	794	Jupyter Notebook
42	fastai/course20 Deep Learning for Coders, 2020, the website	44	Emerging	841	Jupyter Notebook
43	the-full-stack/fsdl-text-recognizer-2022-labs Complete deep learning project developed in Full Stack Deep Learning, 2022...	44	Emerging	510	Jupyter Notebook
44	huxiaoman7/PaddlePaddle_code 用PaddlePaddle和Tensorflow实现常用的深度学习算法	44	Emerging	584	Python
45	d2l-ai/d2l-vi Một cuốn sách về Học Sâu đề cập đến nhiều framework phổ biến, được sử dụng...	44	Emerging	655	Python
46	Karim-53/pdll Pairwise Difference Learning (PDL) is a meta-learning framework that...	44	Emerging	22	Python
47	Tebs-Lab/intro-to-deep-learning A collection of materials to help you learn about deep learning	43	Emerging	185	Jupyter Notebook
48	fastai/course22 The fast.ai course notebooks	43	Emerging	3,430	Jupyter Notebook
49	deep-learning-with-pytorch/dlwpt-code Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga,...	43	Emerging	5,197	Jupyter Notebook
50	PaddlePaddle/PaDiff Paddle Automatically Diff Precision Toolkits.	42	Emerging	54	Python
51	sozykin/dlpython_course Примеры для курса "Основы нейронных сетей"	42	Emerging	324	Jupyter Notebook
52	BreCaspian/Deep_Learning_Foundation_and_Concepts-Springer 🌟The complete open-source release of the book 《 Deep Learning: Foundations...	42	Emerging	60	Jupyter Notebook
53	MLNLP-World/DeepLearning-MuLi-Notes Notes about courses Dive into Deep Learning by Mu Li	41	Emerging	3,761	Jupyter Notebook
54	emilwallner/How-to-learn-Deep-Learning A top-down, practical guide to learn AI, Deep learning and Machine Learning.	41	Emerging	732	—
55	walkwithfastai/walkwithfastai.github.io Host for https://walkwithfastai.com	41	Emerging	146	Jupyter Notebook
56	trendinafrica/TReND-CaMinA TReND school in Comp Neuro and ML	41	Emerging	23	Jupyter Notebook
57	ericmjl/dl-workshop Crash course to master gradient-based machine learning. Also secretly a JAX...	41	Emerging	233	Jupyter Notebook
58	DeepTrackAI/DeepLearningCrashCourse "Deep Learning Crash Course" is a comprehensive and up-to-date guide that...	41	Emerging	113	Jupyter Notebook
59	PaddlePaddle/Paddle.js Paddle.js is a web project for Baidu PaddlePaddle, which is an open source...	41	Emerging	1,086	JavaScript
60	vaibhawvipul/First-steps-towards-Deep-Learning This is an open sourced book on deep learning.	40	Emerging	443	CSS
61	edualgo/Grokking-Machine-Learning This repo aims to contain different machine learning use cases along with...	40	Emerging	71	Jupyter Notebook
62	google-aai/sc17 SuperComputing 2017 Deep Learning Tutorial	40	Emerging	212	Jupyter Notebook
63	doocs/deep-learning 🙃 深度学习实践与知识总结	40	Emerging	99	Jupyter Notebook
64	mindspore-lab/d2l-mindspore 《动手学深度学习》的MindSpore实现。供MindSpore学习者配合李沐老师课程使用。	40	Emerging	125	Jupyter Notebook
65	JUSTSUJAY/nlp-zero-to-hero NLP Zero to Hero in just 10 Kernels	39	Emerging	583	Jupyter Notebook
66	ahkarami/Great-Deep-Learning-Books A Great Collection of Deep Learning (e)Books	39	Emerging	179	—
67	LauzHack/deep-learning-bootcamp LauzHack Deep Learning Bootcamp	39	Emerging	125	Jupyter Notebook
68	datawhalechina/d2l-ai-solutions-manual 《动手学深度学习》习题解答，在线阅读地址如下：	39	Emerging	560	Jupyter Notebook
69	chainer/tutorials Introduction to Deep Learning: Chainer Tutorials	39	Emerging	94	Jupyter Notebook
70	telecombcn-dl/2017-persontyle Applied Deep Learning Workshop London 2017	39	Emerging	72	Jupyter Notebook
71	fastai/course22-web Website for Practical Deep Learning for Coders 2022	38	Emerging	89	Jupyter Notebook
72	the-full-stack/fsdl-text-recognizer-2022 Source of the FSDL 2022 labs, which are at...	38	Emerging	83	Jupyter Notebook
73	EscVM/EscVM_YT EscVM YouTube Channel Repository. Start from Notebooks ⬅️	38	Emerging	65	Jupyter Notebook
74	rickiepark/ml-with-pytorch <머신 러닝 교과서: 파이토치 편>의 코드 저장소	37	Emerging	35	Jupyter Notebook
75	lkk688/DeepDataMiningLearning Data mining, machine learning, and deep learning sample code	37	Emerging	30	Jupyter Notebook
76	ypwhs/dl-engineer-guidebook 深度学习工程师生存指南	37	Emerging	920	Python
77	tum-pbs/pbdl-book Welcome to the Physics-based Deep Learning Book v0.3 - the GenAI Edition	36	Emerging	1,284	Jupyter Notebook
78	MemorialCheng/deep-learning-from-scratch 《深度学习入门-基于Python的理论与实现》，包含源代码和高清PDF(带书签)；慕课网imooc《深度学习之神经网络(CNN-RNN-GAN)算法原理-...	36	Emerging	1,349	Jupyter Notebook
79	thushv89/exercises_thushv_dot_com Here lies all the exercises I implement and share in my website	36	Emerging	213	Jupyter Notebook
80	the-full-stack/course-gitbook Full Stack Deep Learning Online Course	36	Emerging	913	—
81	zsdonghao/deep-learning-book 《Deep Learning》《深度学习》 by Ian Goodfellow, Yoshua Bengio and Aaron Courville	36	Emerging	574	—
82	Jack-Cherish/Deep-Learning :computer:深度学习实战：手写数字识别、Discuz验证码识别、垃圾分类、语义分割	36	Emerging	2,420	Python
83	PeiranLi0930/Comprehensive_DL_Tutor Comprehensive Deep Learning Tutorial : From Zero To Hero	36	Emerging	546	Jupyter Notebook
84	the-full-stack/fsdl-text-recognizer-project Lab materials for the Full Stack Deep Learning Course	36	Emerging	1,219	Jupyter Notebook
85	hse-aml/intro-to-dl Resources for "Introduction to Deep Learning" course.	36	Emerging	755	Jupyter Notebook
86	juliensimon/dlnotebooks Deep Learning demos with different frameworks (2016-2020)	36	Emerging	111	Jupyter Notebook
87	RonsGit/DL4CV Deep Learning for Computer Vision is a community-driven open-source...	36	Emerging	72	TeX
88	Sea-Snell/grokking unofficial re-implementation of "Grokking: Generalization Beyond Overfitting...	35	Emerging	86	Python
89	PaddlePaddle/PaddleSOT A Bytecode level Implementation of Symbolic OpCode Translator For PaddlePaddle	35	Emerging	15	Python
90	apachecn/fastai-ml-dl-notes-zh :book: [译] fast.ai 机器学习和深度学习中文笔记	35	Emerging	421	HTML
91	sannykim/deeplearning-guide An evolving guide to learning Deep Learning effectively.	35	Emerging	716	—
92	brunoklein99/deep-learning-notes Notes from the DeepLearning.AI courses	35	Emerging	98	Jupyter Notebook
93	danielmamay/grokking Implementation of OpenAI's 'Grokking: Generalization Beyond Overfitting on...	35	Emerging	42	Python
94	ironjr/grokfast Official repository for the paper "Grokfast: Accelerated Grokking by...	35	Emerging	578	Python
95	yuneming/DeepLearningTutorial 李宏毅，一天搞懂深度学习，中文翻译	35	Emerging	289	—
96	Kaixhin/grokking-pytorch The Hitchiker's Guide to PyTorch	35	Emerging	1,197	—
97	solaris33/deep-learning-tensorflow-book-code [『텐서플로로 배우는 딥러닝』, 솔라리스, 영진닷컴, 2018] 도서의 소스코드입니다.	34	Emerging	108	Python
98	wur-bioinformatics/deep-sequence-learning Notebooks for three days of deep learning on sequence data in the course...	34	Emerging	3	Jupyter Notebook
99	lululxvi/tutorials Tutorials on deep learning, Python, and dissipative particle dynamics	34	Emerging	211	Jupyter Notebook
100	dccuchile/CC6204 Material del curso de Deep Learning de la Universidad de Chile	34	Emerging	213	Jupyter Notebook
101	hysts/pytorch_D-RISE A PyTorch implementation of D-RISE	34	Emerging	38	Jupyter Notebook
102	Mindful-AI-Assistants/BrainCode-AI-ML-From-Tensors-to-ANNs 🧠 Hands-on AI & ML guide: from tensors to neural networks, with code,...	34	Emerging	3	Jupyter Notebook
103	antonvladyka/neuralnetworksanddeeplearning.com.pdf LaTeX/PDF + Epub version of the online book...	34	Emerging	287	TeX
104	isadrtdinov/intro-to-dl-hse Введение в глубинное обучение на ФКН ВШЭ	34	Emerging	147	Jupyter Notebook
105	DataDrivenGalaxyEvolution/galevo23-tutorials Tutorials for the KITP Galevo23 program	34	Emerging	29	Jupyter Notebook
106	sherlcok314159/ML 此仓库将介绍Deep Learning 所需要的基础知识以及NLP方面的模型原理到项目实操 : )	33	Emerging	176	Jupyter Notebook
107	geyang/deep_learning_notes a collection of my notes on deep learning	33	Emerging	123	Jupyter Notebook
108	rickiepark/do-it-dl 도서의 주피터 노트북	33	Emerging	91	Jupyter Notebook
109	fastai/timmdocs Documentation for Ross Wightman's timm image model library	33	Emerging	320	Jupyter Notebook
110	dovvnloading/Schmidhuber This project serves as a dedicated digital archive and interactive timeline...	33	Emerging	2	TypeScript
111	ttvn/deep-learning-ebook-vietnamese-translation Deep learning Book Vietnamese Translation	32	Emerging	141	—
112	svishnu88/DLwithPyTorch Code to accompany my upcoming book "Deep learning with PyTorch Book " from Packt	32	Emerging	91	Jupyter Notebook
113	sangyx/d2l-torch 《动手学深度学习》 PyTorch 版本	32	Emerging	180	Jupyter Notebook
114	princeton-nlp/DataMUX [NeurIPS 2022] DataMUX: Data Multiplexing for Neural Networks	32	Emerging	60	Jupyter Notebook
115	cvail-research/deep-learning-notes The Deep Learning Notes repository is a comprehensive resource for deep...	32	Emerging	9	Jupyter Notebook
116	forgi86/dl-sysid-lyon2026 Material for the mini-course on Deep Learning for System Identification (Lyon 2026)	32	Emerging	9	Jupyter Notebook
117	ljk628/ML-Systems papers on scalable and efficient machine learning systems	32	Emerging	191	—
118	dpressel/dliss-tutorial Tutorial for International Summer School on Deep Learning, 2019	32	Emerging	317	Jupyter Notebook
119	khanhnamle1994/complete-guide-to-deep-learning This guide is for those who know some math, know some programming language...	31	Emerging	94	Jupyter Notebook
120	SimonThomine/CoursDeepLearning Un regroupement de notebooks pour apprendre le deep learning à partir de 0	31	Emerging	63	Jupyter Notebook
121	ayanban011/Deep_Learning_with_Python The deep in deep learning isn’t a reference to any kind of deeper...	31	Emerging	7	Jupyter Notebook
122	dudeperf3ct/DL_Notebooks This repo contains all the notebooks mentioned in blog.	30	Emerging	93	Jupyter Notebook
123	ZhangXinNan/DL-with-Python-and-PyTorch 《Python深度学习基于PyTorch》 Deep Learning with Python and PyTorch 作者：吴茂贵郁明敏杨本法李涛张粤磊等	30	Emerging	95	Jupyter Notebook
124	schutera/DeepDive This is the home of the Hands on Deep Learning Tutorial of the Lecture...	30	Emerging	18	Jupyter Notebook
125	IinjyI/Hands-On-Neural-Networks A series of hands-on notebooks for beginners in neural networks. [To be updated]	30	Emerging	7	Jupyter Notebook
126	joe-of-all-trades/deep-learning-cv Course Material for "Application of Deep Learning in Computer Vision"	30	Emerging	97	Jupyter Notebook
127	orion-orion/Distributed-ML-PySpark 🔨 使用Spark/Pytorch实现分布式算法，包括图/矩阵计算（graph/matrix...	30	Emerging	39	Python
128	dwhitena/ai-classroom Code examples for the live, online AI Classroom training:	30	Emerging	12	Jupyter Notebook
129	GunhoChoi/Deep-Learning-For-Beginners videos, lectures, blogs for Deep Learning	30	Emerging	97	—
130	YerevaNN/A-Guide-to-Deep-Learning 📚 A detailed guide to deep learning: http://yerevann.com/a-guide-to-deep-learning/	30	Emerging	211	HTML
131	mitmul/chainer-handson CAUTION: This is not maintained anymore. Visit...	29	Experimental	88	Jupyter Notebook
132	elia-mercatanti/deep-learning-symbolic-mathematics Discussion and test of the first successful approach to solving symbolic...	29	Experimental	9	Jupyter Notebook
133	phlippe/asci_cbl_practicals The repository for the Deep Learning practicals of the ASCI Computer Vision...	29	Experimental	14	Jupyter Notebook
134	rasvob/VSB-FEI-Deep-Learning-Exercises Jupyter notebooks for the Deep Learning course that is held at FEI, VSB-TU Ostrava	29	Experimental	5	Jupyter Notebook
135	randomaccess2023/MG2023 In this repository, the source code for the videos available in the...	29	Experimental	8	Jupyter Notebook
136	shellysheynin/Deep-Learning-Book Deep Learning book the covers the principles of deep learning, motivation,...	28	Experimental	108	—
137	engineersCode/EngComp6_deeplearning A step-by-step introduction to deep learning (a.k.a. neural network) models...	28	Experimental	12	Jupyter Notebook
138	mint-lab/dl_tutorial Machine Learning and Deep Learning Tutorial	28	Experimental	16	—
139	dlsys-course/dlsys-course.github.io Deep learning system course	28	Experimental	215	Jupyter Notebook
140	hosseindamavandi/NMA-Allen-Visual-Behavior-2p This repository contains code and notebooks for Neuromatch Academy (NMA2025)...	27	Experimental	5	Jupyter Notebook
141	kevindegila/deep_learning_course Notebooks pour le cours Deep Learning de zéro à la certification Tensorflow	27	Experimental	31	Jupyter Notebook
142	thad75/Tutorial-ELEVE This repository contains AI Labs given to ENSEA SIA M2 Student and M1...	27	Experimental	9	Jupyter Notebook
143	Akramz/grokking-deep-learning-notebooks Notes & Code to go over "Grokking Deep Learning" Book by Andrew Trask	27	Experimental	40	Jupyter Notebook
144	tallamjr/iit-madras-DLCV Material for IIT Madras Deep Learning for Computer Vision	26	Experimental	2	—
145	init27/Deep-Learning-Book-Supplementary-Materials Supplementary Materials for the Deep Learning Book by Ian Goodfellow et al	26	Experimental	54	Jupyter Notebook
146	PilotLeoYan/inside-deep-learning Inside deep learning, a repository to explain and apply deep learning...	26	Experimental	5	Jupyter Notebook
147	DiffEqML/deep-signal-processing Accompanying notebook guides for the deep signal processing notes [TBA].	26	Experimental	6	Jupyter Notebook
148	oldratlee/deep-learning-math 《深度学习的数学》的随书Excel文件	26	Experimental	35	—
149	dnmanveet/PadhAI-A-First-Course-on-Deep-Learning-Detailed-Notes Disclaimer: This is the detailed notes for PadhAI onefourthlabs course “A...	26	Experimental	18	—
150	jorgemunozl/deepLearning_lectures A educational set of notebooks on Deep Learning	26	Experimental	8	Jupyter Notebook
151	tngt/Dive-into-DL-paddlepaddle 将《动手学深度学习》原书中MXNet代码实现改为PaddlePaddle实现.	25	Experimental	5	—
152	Ruqyai/Deep-Learning-Course Deep learning course	25	Experimental	19	Jupyter Notebook
153	JayceNing/AI_study_notes 我的AI学习笔记。包括b站up主deep_thoughts的PyTorch课程笔记和相关代码；北邮深度学习与数字视频PPT代码。	25	Experimental	43	Jupyter Notebook
154	rajlm10/D2L-Torch Learning PyTorch through the D2L book. A series of notebooks for the same	25	Experimental	28	Jupyter Notebook
155	graphcore-research/unit-scaling-demo Unit Scaling demo and experimentation code	24	Experimental	16	Jupyter Notebook
156	camara94/base-deep-learning Dans cette formation, nous allons apprendre les concepts de bases de Deep...	24	Experimental	1	—
157	alexgolikov/deep-learning-book Код примеров из книги "Глубокое обучение. Погружение в мир нейронных сетей"	24	Experimental	28	Python
158	changkun/ws-18-19-deep-learning-tutorial Deep Learning and Artificial Intelligence Tutorial @ LMU WS 2018/19	24	Experimental	16	Jupyter Notebook
159	KiLJ4EdeN/DeepLearningFromScratch Understanding Artificial Intelligence.	24	Experimental	3	Jupyter Notebook
160	ainimesh/gmlfa_tutorials Repository of Jupyter notebook tutorials for teaching the Graph Machine...	23	Experimental	2	—
161	tuanlda78202/dslab-training DSLab Training	23	Experimental	26	Jupyter Notebook
162	WNoxchi/deeplearningstudy Artificial Intelligence study	23	Experimental	6	Jupyter Notebook
163	PretentiousOnPurpose/NISB_DL Code Repository for Deep Learning Focus Group \| NISB (Concluded April 2018)	23	Experimental	1	Jupyter Notebook
164	fanfansann/fanfan-deep-learning-note 《繁凡的深度学习笔记》代码、PDF文件仓库	22	Experimental	192	Jupyter Notebook
165	owyrhokan/intro-to-deep-learning Introduction to deep learning with simple examples.	22	Experimental	—	—
166	AlejandroMllo/DeepLearningBook This repository stores PDF summaries of the chapters from the book Deep...	22	Experimental	12	TeX
167	thehaseebhassan/deep_learning Deep Learning based pipelines - Multiple datasets implementations	22	Experimental	1	Jupyter Notebook
168	kaelvalen/kael-ml-lab A long-term, from-first-principles journey through machine learning and deep...	22	Experimental	—	Jupyter Notebook
169	adoumouangnamouemmanuel/deep-learning-research Mastering Deep Learning and Artificial Intelligence	20	Experimental	1	—
170	lucrbvi/microlab A notebook to learn and experiment deep-learning from math to code	19	Experimental	—	Python
171	mimanchi-dongze/DeepLearningHandbook This handbook is a "Rosetta Stone" for Deep Learning practitioners. It...	19	Experimental	—	TeX
172	devAmoghS/deep-learning-with-python Examples and Exercises from Deep Learning with Python - Francis Chollet	19	Experimental	6	Python
173	cytomining/DeepProfiler-handbook Documentation for installing and using of DeepProfiler	19	Experimental	8	HTML
174	TusharKukra/MIT-Deep-Learning-Book Deep Learning by Ian Goodfellow	18	Experimental	6	—
175	ShuvenduRoy/Artificial_intelligence_with_deep_learning Implementation of some of the state of the art artificial intelligence alforithms	18	Experimental	6	Jupyter Notebook
176	nestordemeure/fastai-extensions-repository A list of extensions for the fastai library.	18	Experimental	161	—
177	MaryamBoneh/DeepLearning-Course My exercises in the deep learning course	18	Experimental	25	Jupyter Notebook
178	UTF-8ZJJ/naruto_DeepLearning 火影忍者手游数据自动收集打标、预处理、训练，一套流程	18	Experimental	3	Python
179	yuchuanwang/docs Documentation for notes, performance tuning, Deep Learning, C++ and so on.	17	Experimental	2	—
180	RocShi/deep-learner 新手友好的深度学习练手项目，抛开环境配置烦恼。	16	Experimental	1	Shell
181	yalonw/Deep-Learning Codes and Notes while learning DL.	16	Experimental	3	Jupyter Notebook
182	owaisahmadlone/deeplearning-code-raw- This is my public repository with mostly experimental code I write while...	15	Experimental	2	Jupyter Notebook
183	VaasuDevanS/DeepLearning Works done during Fall'19 term at UNB in DeepLearning field for Adv Remote...	15	Experimental	1	Jupyter Notebook
184	myngoc-trg/BERN04_ANN_DeepLearning Computational Science.	15	Experimental	—	Jupyter Notebook
185	lucasresck/deep-learning-and-applications Deep Learning and Applications summer course (2021, FGV)	15	Experimental	6	Jupyter Notebook
186	mindspore-courses/heads-on-mindspore MindSpore tutorials and fun projects including neural talk, neural style,...	15	Experimental	6	Jupyter Notebook
187	aaghamohammadi/deep-learning-youtube Deep Learning Tutorial	15	Experimental	19	Jupyter Notebook
188	Ali-hey-0/DeepLearning-YouTube Course Link On YouTube Below	15	Experimental	16	Jupyter Notebook
189	Aminsn/sert sert: deep learning on sets	14	Experimental	9	Jupyter Notebook
190	WangRongsheng/DeepLearing-LiMu-Notes ⛏️LiMu Deeplearning notes. \| 李沐深度学习课程笔记	14	Experimental	32	Jupyter Notebook
191	Samppii/DeepLearningProgress Deep Learning - Lab work, Notes, and Practice Exercises	14	Experimental	4	Jupyter Notebook
192	angziii/Deep_learning_for_multi-year_ENSO_forecasts My quetions and answers during reading this article	14	Experimental	3	—
193	dadadadawjb/dlc Deep learning configuration	14	Experimental	—	HTML
194	bumic/deeplearningseries-2017 Fundamentals of Deep Learning	14	Experimental	7	Jupyter Notebook
195	ricd99/ytrec youtube channels for when you're eating solo	14	Experimental	—	Jupyter Notebook
196	nonkloq/dl-experiments Minimal implemention of deeplearning methods	14	Experimental	—	Jupyter Notebook
197	sven4500/neuroinformatics Neuroinformatics laboratory assignments	14	Experimental	—	Python
198	seoklab/ldld Learning Deep Learning Deeply	13	Experimental	7	Jupyter Notebook
199	Flames1217/BaiduTieba 爬取百度贴吧（指定吧名、起始页数/重点页数、日志输出）	13	Experimental	11	Python
200	talbenha/deep-learning-book Ongoing book on machine learning, deep learning, and AI	13	Experimental	5	—
201	DevSharma03/Deep_Learning_Notes A comprehensive collection of notes, explanations, and practical notebooks...	13	Experimental	2	Jupyter Notebook
202	Ahmet-Ruchan/artificial-neural-network Artificial Neural Network with Andrej Karparthy [ Zero to Hero ]	13	Experimental	2	Jupyter Notebook
203	PSUCyberSecurityLab/PSUCyberSecurityLab.github.io Book Introduction Page	12	Experimental	19	—
204	martinmorando/applied-ai Experiments with the fastai deep learning library	12	Experimental	1	Jupyter Notebook
205	diro5t/deep_quadric_learning Deep Quadric Learning	12	Experimental	4	Jupyter Notebook
206	dayashankar-ai/interactive-deep-learning-lectures Comprehensive Interactive Deep Learning Course - 45 Lectures \| Created by...	12	Experimental	1	HTML
207	Mr-Umidjon/deep-learning Deep Learning	12	Experimental	4	—
208	harshraj22/DeepLearning Contains all my works, references for deep learning	12	Experimental	3	Jupyter Notebook
209	shivammarkanday/DeepLearning-Lab A curated collection of interactive Python notebooks created while learning...	11	Experimental	—	Jupyter Notebook
210	zhouguannan/deepNN_from_scratch_VLOG Some VLogs About Me Learning Deep-Neural-Networks	11	Experimental	—	—
211	rumor-thrower/Grokking-Deep-Learning A repository for organizing materials from the book “Grokking Deep...	11	Experimental	—	Julia
212	BOAAyonsei/DeepLearning_code Developing artificial intelligence coding required for mobile application...	11	Experimental	—	—
213	Biaohua/Marking-estimation-using-deep-learning These are the accuracy curves of marking estimation of stochastic Petri nets...	11	Experimental	—	—
214	ldaniel/fgv-artificial-intelligence-applications Practicing Deep Learning in Python applied in the real world.	11	Experimental	—	Jupyter Notebook
215	Jeronymous/deep_learning_notebooks Self-containing notebooks to play simply with some particular concepts in...	11	Experimental	2	Jupyter Notebook
216	lvyufeng/step_into_mindspore 用MindSpore学深度学习	11	Experimental	2	—
217	YAN-LIU05/Code 一些自用的代码	10	Experimental	4	Jupyter Notebook
218	samin-naji/Computational-Neuroscience These are my exercises and projects for the computational neuroscience course.	10	Experimental	4	Jupyter Notebook
219	berndporr/deep-learning-analytics The core deep learning math	10	Experimental	1	PostScript
220	elysia-best/Deep-Learning-Notes 学习深度学习的笔记，用LaTeX排版~欢迎大家添加修正！	10	Experimental	1	TeX
221	Aryaman22102002/3B1B_Neural_Networks These are my handwritten notes of 3B1B Neural Networks playlist.	10	Experimental	1	—
222	jamestiotio/dl SUTD 2022 50.039 Theory and Practice of Deep Learning Code Dump	10	Experimental	1	Jupyter Notebook

Comparisons in this category

fastai and fastbook (88 vs 60) Paddle and Paddle-Lite (100 vs 53) Paddle and PaddleScience (100 vs 54) d2l-pytorch and Dive-into-DL-TensorFlow2.0 (51 vs 51) d2l-java and d2l-pytorch (54 vs 51)