Deep Learning Fundamentals ML Frameworks

There are 30 deep learning fundamentals frameworks tracked. 3 score above 50 (established tier). The highest-rated is PaddlePaddle/awesome-DeepLearning at 51/100 with 3,591 stars. 1 of the top 10 are actively maintained.

Get all 30 projects as JSON

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

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#	Framework	Score	Tier	Stars	Language
1	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
2	cs230-stanford/cs230-code-examples Code examples in pyTorch and Tensorflow for CS230	51	Established	4,222	Python
3	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	51	Established	1,083	Python
4	openAGI/tefla Tensorflow based deep-learning library.	47	Emerging	55	Python
5	giotto-ai/giotto-deep Deep learning made topological.	45	Emerging	92	Python
6	foochane/books 整理一些书籍 ,包含 C&C++ 、git 、Java、Keras 、Linux 、NLP 、Python 、Scala 、TensorFlow...	44	Emerging	1,111	—
7	Amin-Tgz/awesome-tensorflow-2 👉 Tensorflow 2.x resources such as tutorial, blog, code and videos	43	Emerging	524	—
8	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
9	tensorlayer/awesome-tensorlayer A curated list of dedicated resources and applications	41	Emerging	269	—
10	digantamisra98/Echo Python package containing all custom layers used in Neural Networks...	39	Emerging	136	Python
11	MrinmoiHossain/Udacity-Deep-Learning-Nanodegree The course is contained knowledge that are useful to work on deep learning...	38	Emerging	54	Jupyter Notebook
12	1044197988/Awesome-Tensorflow2 基于Tensorflow2开发的优秀扩展包及项目	37	Emerging	46	—
13	chokkan/deeplearning ART.T458: "Machine Learning" in Tokyo Institute of Technology	32	Emerging	69	Jupyter Notebook
14	Riminder/deep-learning-practical-course Introduction to Deep Learning from theory to deployment	32	Emerging	28	Jupyter Notebook
15	erenup/deeplearningbasics Deep Learning and Mathematics Basics	30	Emerging	106	—
16	netology-code/ds3-spring-2018 Материалы третьего набора офлайн-программы Data Scientist.	29	Experimental	24	Jupyter Notebook
17	wangruinju/Deep-Learning Resources of deep learning courses by Andrew Ng	28	Experimental	29	Jupyter Notebook
18	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……	27	Experimental	9	Jupyter Notebook
19	NirmalSilwal/Deep-Learning It contains the coursework and the practice I have done while learning Deep...	26	Experimental	21	Jupyter Notebook
20	ProtonX-AI/learn-machine-learning-in-two-months Những kiến thức cần thiết để học tốt Machine Learning trong vòng 2 tháng....	25	Experimental	33	Jupyter Notebook
21	MohamedSebaie/Coursera--Deep_Learning_Specialization--By_Anderw_Ng Coursera (Deep_Learning_Specialization) By Andrew Ng and offered by...	24	Experimental	15	Jupyter Notebook
22	yeyupiaoling/PaddlePaddleCourse 《PaddlePaddle从入门到实战》源码	24	Experimental	23	Python
23	purvasingh96/Deep-learning-with-neural-networks This repo contains various use-cases of deep-learning implemented in...	23	Experimental	24	Jupyter Notebook
24	smaranjitghose/ParulUniversityAI Artificial Intelligence Course at Parul University taught in Spring 2023 by...	23	Experimental	19	Jupyter Notebook
25	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。...	22	Experimental	73	—
26	piggywolfstudio/BookLibrary Book Library of P&W Studio	22	Experimental	13	HTML
27	jcatanza/Fastai-Deep-Learning-From-the-Foundations-TWiML-Study-Group Review materials for the TWiML Study Group. Contains annotated versions of...	21	Experimental	26	Jupyter Notebook
28	DeepLearningCourse/DeepLearningCourse Materials for the course	20	Experimental	13	Jupyter Notebook
29	ajay-sreeram/Deep-Learning-is-Awesome A curated list of deep learning tutorials, projects and other resources	18	Experimental	21	—
30	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】	14	Experimental	9	C++

Comparisons in this category

awesome-DeepLearning and Python-AI (51 vs 43)