Deep Learning Fundamentals ML Frameworks

There are 56 deep learning fundamentals frameworks tracked. 6 score above 50 (established tier). The highest-rated is skygazer42/DL-Hub at 58/100 with 1,083 stars. 1 of the top 10 are actively maintained.

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#	Framework	Score	Tier	Stars	Language
1	skygazer42/DL-Hub llms 大模型笔记50篇此仓库包含关于机器学习、深度学习、计算机视觉、自然语言处理、大模型爬虫等领域项目实战	58	Established	1,083	Python
2	cs230-stanford/cs230-code-examples Code examples in pyTorch and Tensorflow for CS230	51	Established	4,222	Python
3	foochane/books 整理一些书籍 ,包含 C&C++ 、git 、Java、Keras 、Linux 、NLP 、Python 、Scala 、TensorFlow...	51	Established	1,111	—
4	PaddlePaddle/awesome-DeepLearning 深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of...	51	Established	3,591	Jupyter Notebook
5	openAGI/tefla Tensorflow based deep-learning library.	50	Established	55	Python
6	Amin-Tgz/awesome-tensorflow-2 👉 Tensorflow 2.x resources such as tutorial, blog, code and videos	50	Established	524	—
7	giotto-ai/giotto-deep Deep learning made topological.	49	Emerging	92	Python
8	tensorlayer/awesome-tensorlayer A curated list of dedicated resources and applications	48	Emerging	269	—
9	digantamisra98/Echo Python package containing all custom layers used in Neural Networks...	46	Emerging	136	Python
10	MrinmoiHossain/Udacity-Deep-Learning-Nanodegree The course is contained knowledge that are useful to work on deep learning...	45	Emerging	54	Jupyter Notebook
11	1044197988/Awesome-Tensorflow2 基于Tensorflow2开发的优秀扩展包及项目	44	Emerging	46	—
12	kzbkzb/Python-AI 深度学习100例、深度学习DL、图片分类、目标识别、目标检测、自然语言处理nlp、文本分类、TensorFlow、PyTorch	43	Emerging	2,981	Jupyter Notebook
13	Riminder/deep-learning-practical-course Introduction to Deep Learning from theory to deployment	39	Emerging	28	Jupyter Notebook
14	chokkan/deeplearning ART.T458: "Machine Learning" in Tokyo Institute of Technology	39	Emerging	69	Jupyter Notebook
15	erenup/deeplearningbasics Deep Learning and Mathematics Basics	37	Emerging	106	—
16	netology-code/ds3-spring-2018 Материалы третьего набора офлайн-программы Data Scientist.	36	Emerging	24	Jupyter Notebook
17	rtwhite1546/Fall-2020-Neural-Networks Files from Ryan White's MTH 4320/5320 Neural Networks course at Florida Tech...	36	Emerging	7	Jupyter Notebook
18	wangruinju/Deep-Learning Resources of deep learning courses by Andrew Ng	35	Emerging	29	Jupyter Notebook
19	georgosgeorgos/dlss_tsinghua Deep Learning Summer School	35	Emerging	6	Jupyter Notebook
20	ZongXR/tensorflow-in-practice tensorflow实践案例 - 学习tensorflow的绝佳笔记，包括CV用法、NLP用法、常用tricks、训练的模型等，不断完善中……	34	Emerging	9	Jupyter Notebook
21	NirmalSilwal/Deep-Learning It contains the coursework and the practice I have done while learning Deep...	33	Emerging	21	Jupyter Notebook
22	bereml/iap Materiales del curso de Introducción al Aprendizaje Profundo de la...	32	Emerging	5	Jupyter Notebook
23	dheerajnbhat/deeplearning.ai-courses This repository contains all the assignments of deeplearning.ai courses.	32	Emerging	3	Jupyter Notebook
24	ProtonX-AI/learn-machine-learning-in-two-months Những kiến thức cần thiết để học tốt Machine Learning trong vòng 2 tháng....	32	Emerging	33	Jupyter Notebook
25	MohamedSebaie/Coursera--Deep_Learning_Specialization--By_Anderw_Ng Coursera (Deep_Learning_Specialization) By Andrew Ng and offered by...	31	Emerging	15	Jupyter Notebook
26	yeyupiaoling/PaddlePaddleCourse 《PaddlePaddle从入门到实战》源码	31	Emerging	23	Python
27	hoangtnm/deep-learning Experiments built with TensorFlow, PyTorch and some materials for learning...	31	Emerging	2	Jupyter Notebook
28	smaranjitghose/ParulUniversityAI Artificial Intelligence Course at Parul University taught in Spring 2023 by...	30	Emerging	19	Jupyter Notebook
29	purvasingh96/Deep-learning-with-neural-networks This repo contains various use-cases of deep-learning implemented in...	30	Emerging	24	Jupyter Notebook
30	leolellisr/deep_learning_projects Repository with Deep Learning implementations in Jupyter Notebooks	30	Emerging	2	Jupyter Notebook
31	yuanxiaosc/Find-a-Machine-Learning-Job 找一份机器学习工作（算法工程师），需要提纲（算法能力）挈领（编程能力），充分准备。...	29	Experimental	73	—
32	piggywolfstudio/BookLibrary Book Library of P&W Studio	29	Experimental	13	HTML
33	jcatanza/Fastai-Deep-Learning-From-the-Foundations-TWiML-Study-Group Review materials for the TWiML Study Group. Contains annotated versions of...	28	Experimental	26	Jupyter Notebook
34	PhamThe-KHDL/DS201.M11-Deep-Learning-in-Data-Science DS201.M11 - Deep Learning Trong Khoa Học Dữ Liệu	27	Experimental	5	Jupyter Notebook
35	DeepLearningCourse/DeepLearningCourse Materials for the course	27	Experimental	13	Jupyter Notebook
36	Bredalis/TensorFlow 🟠 Library to work with vectors 🟠	27	Experimental	1	Python
37	broutonlab/deep-learning-course Course on deep learning and it's applications in Computer Vision, Natural...	26	Experimental	7	Jupyter Notebook
38	ajay-sreeram/Deep-Learning-is-Awesome A curated list of deep learning tutorials, projects and other resources	25	Experimental	21	—
39	Sandeep42/deep-learning-book-notes Notebooks prepared while reading the Deep Learning book	22	Experimental	6	Jupyter Notebook
40	sagebei/deep_learning_in_action_with_python 本书由人民邮电出版社出版。本书全方位解读深度学习五大主流与前沿技术，理论与实战紧密结合，详解深度学习模型在计算机视觉、自然语言处理、金融、强化学习等众多领...	22	Experimental	2	Jupyter Notebook
41	mohamed-ali/d2l-ar تعمّق في التعلّم العميق: كتاب تفاعلي حول التعلّم العميق يدمج الرياضيات و...	22	Experimental	6	TeX
42	DoubleStarUsuallyAbaAba/MeaningfulCampus 谨以此仓库记录大学三年课堂内外的知识技能【杜绝灌水】【有趣硬核】	21	Experimental	9	C++
43	yang-su2000/Machine-Learning-Notebook Machine learning self-notes, review the best papers across all times.	21	Experimental	1	Python
44	ousinka/d2lcoder 重新整理深度学习相关知识。里面包含线性神经网络、多层感知机、卷积神经网络、现代神经网络、循环神经网络等。包含：算法、代码、项目、电子书等。让深度学习可平易近人。	19	Experimental	3	Java
45	im-shriram/Deep-Learning-CourseWork A Complete Course Work of Deep Learning	19	Experimental	1	Jupyter Notebook
46	janymuong/ML-Synapses-TensorFlow Machine Learning in TensorFlow	19	Experimental	1	Jupyter Notebook
47	UnknownRandomBeast/Implementation-of-Some-Papers-Related-to-Neural-Networks-and-Deep-Learning This repository contains Python implementations of various papers that I...	18	Experimental	2	Jupyter Notebook
48	krmayankb/NeuralNetwork-Foundations The purpose of this repository is to provide beginners with a solid...	18	Experimental	2	Python
49	ironartisan/MachineLearning 机器学习笔记	17	Experimental	1	Jupyter Notebook
50	RISHIT7/Fundamentals-of-DL-Liibrary A repository re-implement from scratch, fundamentals of any deep learning...	17	Experimental	1	Jupyter Notebook
51	anuragk1121/First-Principles-Deep-Learning 🧠 Build and understand core deep learning architectures from scratch using...	14	Experimental	—	—
52	rojinakashefi/DeepLearningSpecialization Fundamental of deep learning : Neural networks, Hyper parameters,...	12	Experimental	7	Jupyter Notebook
53	thinhwritesbugs/deep-learning Assignments in Deep Learning class at Stockton University	11	Experimental	1	Jupyter Notebook
54	verneylmavt/deep-learning-50.039 (50.039) Theory and Practice of Deep Learning	11	Experimental	1	Jupyter Notebook
55	Taki0327/NJUIT-Code-Notes 我的带学代码存档	10	Experimental	2	Jupyter Notebook
56	TushaarGVS/backprop-lecture-notes-CS-4740 Lecture notes on backpropagation	10	Experimental	2	TeX

Comparisons in this category

awesome-DeepLearning and Python-AI (51 vs 43) awesome-tensorflow-2 and Awesome-Tensorflow2 (50 vs 44)