Deep Learning Projects ML Frameworks

Collections of practical deep learning implementations, tutorials, and hands-on projects across various domains (computer vision, NLP, etc.). Does NOT include theoretical frameworks, algorithm libraries, or specialized deep learning tools in isolation.

There are 113 deep learning projects frameworks tracked. 12 score above 50 (established tier). The highest-rated is dnouri/nolearn at 60/100 with 954 stars.

Get all 113 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=deep-learning-projects&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	dnouri/nolearn Combines the ease of use of scikit-learn with the power of Theano/Lasagne	60	Established	954	Python
2	PacktPublishing/Hands-On-Python-Deep-Learning-for-Web Hands-On Python Deep Learning for Web by Anubhav Singh and Sayak Paul	57	Established	81	Jupyter Notebook
3	mbadry1/Top-Deep-Learning Top 200 deep learning Github repositories sorted by the number of stars.	51	Established	1,757	Python
4	CAIIVS/chuchichaestli Where you find all the state-of-the-art cooking utensils (salt, pepper,...	51	Established	5	Python
5	mbadry1/Trending-Deep-Learning Top 100 trending deep learning repositories sorted by the number of stars...	51	Established	672	Python
6	GoogleCloudPlatform/keras-idiomatic-programmer Books, Presentations, Workshops, Notebook Labs, and Model Zoo for Software...	51	Established	814	Jupyter Notebook
7	abhisheks008/DL-Simplified Deep Learning Simplified is an Open-source repository, containing beginner...	51	Established	530	Jupyter Notebook
8	tirthajyoti/Deep-learning-with-Python Deep learning codes and projects using Python	51	Established	366	Jupyter Notebook
9	aymericdamien/TopDeepLearning A list of popular github projects related to deep learning	51	Established	6,118	Python
10	keras-team/keras-contrib Keras community contributions	51	Established	1,585	Python
11	GauravBh1010tt/DeepLearn Implementation of research papers on Deep Learning+ NLP+ CV in Python using...	51	Established	1,830	Python
12	Conchylicultor/Deep-Learning-Tricks Enumerate diverse machine learning training tricks.	50	Established	420	—
13	Flowingsun007/DeepLearningTutorial Talk is cheap,show me the code ! Deep Learning,Leaning deep,Have fun!	48	Emerging	152	Jupyter Notebook
14	google-deepmind/learning-to-learn Learning to Learn in TensorFlow	48	Emerging	4,071	Python
15	vsmolyakov/deep deep learning	48	Emerging	6	Python
16	carpentries-incubator/machine-learning-neural-python Introduction to artificial neural nets with Python	47	Emerging	7	—
17	goodrahstar/Python-Deep-Learning-Projects Codebase for my book "Python DeepLearning Projects" \| Learn applied deep...	47	Emerging	90	Jupyter Notebook
18	ashishpatel26/tpu_tf2 TPU use in single line in colab using tf2 package.	44	Emerging	11	Jupyter Notebook
19	erhwenkuo/deep-learning-with-keras-notebooks Jupyter notebooks for using & learning Keras	43	Emerging	2,195	Jupyter Notebook
20	FelixMohr/Deep-learning-with-Python Example projects I completed to understand Deep Learning techniques with...	42	Emerging	139	Jupyter Notebook
21	zepingyu0512/srnn sliced-rnn	42	Emerging	469	Python
22	Honlan/DeepInterests 深度有趣	42	Emerging	2,292	—
23	MagNet-DL/magnet Deep Learning Projects that Build Themselves	40	Emerging	360	Jupyter Notebook
24	snrazavi/Deep_Learning_in_Python_2018 Deep Learning workshop including image classification, face recognition,...	40	Emerging	140	Jupyter Notebook
25	T3AS/DeepOrder-ICSME21 Implementation of "DeepOrder: Deep Learning for Test Case Prioritization in...	39	Emerging	18	Jupyter Notebook
26	TensorFlowKR/dlcampjeju Deep Learning Camp Jeju	38	Emerging	320	HTML
27	arssite/Datalysis Contains Deep Learning Content and Algorithm. ANN_CNN_RNN(LSTM-GRU)_AUTOENCODER	37	Emerging	10	Jupyter Notebook
28	nikitaprasad21/DL-Cheat-Codes Beginner Friendly CheatCodes	36	Emerging	14	Jupyter Notebook
29	mrtkp9993/DeepLearningExamples Deep learning examples with Python and Tensorflow & Keras.	36	Emerging	23	Python
30	hereismari/DeepLearning This repository keeps track of my path towards understanding Deep Learning...	36	Emerging	72	Jupyter Notebook
31	suneelbvs/Deep-Learning-Projects This is my curated collection of notes, materials, projects on DNN, CNN and RNN.	35	Emerging	8	Jupyter Notebook
32	LasalJayawardena/RNN-Projects Projects which use RNNs, and advanced implementations such as LSTMs and GRUs.	35	Emerging	11	Jupyter Notebook
33	SafwanAlselwi/RNN-LSTM-SLR Excel file, Presentation Slides, and Python code used in the published SLR...	35	Emerging	6	Jupyter Notebook
34	IBM/neuroaikit Neuro-inspired AI Toolkit	34	Emerging	28	Jupyter Notebook
35	naatyu/MagNav Aircraft magnetic disturbance field compensation with deep learning	34	Emerging	54	Jupyter Notebook
36	MortadhaMannai/Neural-Networks-mini-projects-Resources-NN-DNN-CNN-and-RNN.- Neural-Networks-mini-projects-Resources-NN-DNN-CNN-and-RNN	32	Emerging	3	HTML
37	Mouneshgouda/Deep-learning This repository contains Jupyter Notebooks showcasing different techniques...	32	Emerging	36	Jupyter Notebook
38	roscibely/neural_networks Repository for PEX0023 Neural Network subject/course on Computer Engineering...	32	Emerging	17	Python
39	james-simon/eigenlearning codebase for "A Theory of the Inductive Bias and Generalization of Kernel...	31	Emerging	49	Jupyter Notebook
40	dannybusch/neuromant.de-Tutorials Tutorials zum Thema Neuronale Netze / Maschinelles Lernen (German / Deutsch)	31	Emerging	23	Jupyter Notebook
41	PracticumAI/cnn Practicum AI Convolutional Neural Networks workshop.	31	Emerging	3	Jupyter Notebook
42	ml-dev-world/essential-tricks-in-deeplearning The repository is a concise guide to essential tricks for optimizing model...	31	Emerging	3	Jupyter Notebook
43	alitourani/deep-learning-from-scratch Course materials, notes, and code samples of the "Deep Learning from...	30	Emerging	2	Jupyter Notebook
44	JunchuanYu/Deep-learning-teaching Deep learning courses for postgraduates	30	Emerging	13	Jupyter Notebook
45	citisy/DeepLearning DL about nlp, cv, and so on. As a playground. Just for fun.	30	Emerging	8	Python
46	ahmedfgad/IntroDLPython This repository is updated by a number of introductory projects to deep...	29	Experimental	40	Python
47	rohanmistry231/Deep-Learning-Projects A collection of deep learning projects implemented in Python, focusing on...	28	Experimental	41	Jupyter Notebook
48	zouguojian/RCL-Learning In this study, we propose an end-to-end deep learning model-RCL-Learning...	27	Experimental	18	Python
49	rrwiyatn/deep-learning Repo for various deep learning projects that I've done	26	Experimental	8	Jupyter Notebook
50	Joycechidi/Deep-Learning-Portfolio All Things Deep Learning Projects	25	Experimental	5	Jupyter Notebook
51	rhnfzl/deep-learning-projects All the compiled information related to Deep Learning Projects I worked on	24	Experimental	1	—
52	diegoperea20/deep_learning deep learning , aplication of deep learning , time line , networks deep,...	24	Experimental	4	Jupyter Notebook
53	khusheekapoor/DeepLearningProjects Mini Projects on Deep Learning including Convolutional Neural Networks,...	24	Experimental	5	Jupyter Notebook
54	arunsoman/deeplearning4all Deep learning (also known as deep structured learning, hierarchical learning...	24	Experimental	5	JavaScript
55	dnyanshwalwadkar/Advance-Deep-Learning Advanced Deep Learning repository! This repository is dedicated to...	24	Experimental	5	Jupyter Notebook
56	Ananya63/DeepLearning-Projects Deep learning projects in python (google colab).	23	Experimental	3	Jupyter Notebook
57	mohammadreza-mohammadi94/Deep-Learning-Projects This repository features deep learning projects that explore advanced...	23	Experimental	—	Jupyter Notebook
58	Develop-Packt/Introduction-to-Deep-Learning-and-Neural-Networks In this chapter you will be introduced to the final topic on neural networks...	23	Experimental	1	Jupyter Notebook
59	osiriszjq/complex_encoding Trading Positional Complexity vs Deepness in Coordinate Networks	23	Experimental	31	Jupyter Notebook
60	danyaljj/infinitelyDeepNeuralNetworks Deep Learning without any depth limitation	22	Experimental	6	Python
61	KokeCacao/deep_vocab Deep Vocab: Most Scientific Way for Memorization.	22	Experimental	2	—
62	ArnavLabh/DeepLearning-Projects-GFG A curated portfolio of 7 Deep Learning projects. Each project demonstrates...	22	Experimental	1	Jupyter Notebook
63	atsawinkz/deep-learning-classification-hub A comprehensive collection of deep learning projects using CNNs and...	22	Experimental	—	Jupyter Notebook
64	Parassharmaa/neural-network-ppt Small Introduction to Deep Neural Networks	21	Experimental	1	Jupyter Notebook
65	shaheennabi/Deep-Learning-Practices-and-Mini-Projects Deep Learning Practices and Mini-Projects This repository focuses on...	21	Experimental	4	Jupyter Notebook
66	mrdavk2reak/deep-learning-project Project for practicing deep learning techniques.	21	Experimental	—	—
67	johnnycode779/deep-learning-project A project for implementing deep learning algorithms and techniques.	21	Experimental	—	—
68	Pmahdian/Deep-Learning A collection of deep learning implementations covering fundamental concepts...	20	Experimental	4	Python
69	max-seeli/layer-flow Deep learning without training	20	Experimental	2	Jupyter Notebook
70	tohid-yousefi/General_Deep_Learning_Methods_ANN_CNN_RNN_LSTM In this section, we will use general deep learning methods...	20	Experimental	6	Jupyter Notebook
71	abhaskumarsinha/GRU-varients An implementation of classical GRU (Cho, el at. 2014) along with Optimized...	20	Experimental	5	Jupyter Notebook
72	masoudshahrian/DeepLearning-Code Deep learning Projects with code	20	Experimental	2	Jupyter Notebook
73	avs-abhishek123/Machine-Learning In this repository, you will find tutorials and projects related to Machine...	19	Experimental	3	Jupyter Notebook
74	alsaniie/Introduction-Deep-Learning-with-Python Deep learning is a type of machine learning and artificial intelligence (AI)...	19	Experimental	3	—
75	AlbertoCampini/RNDL Reti Neurali e deep Learning	19	Experimental	4	—
76	asghar-rizvi/Deep_Learning_Projects Developed multiple Deep Learning projects using CNN, RNN, ANN, and...	18	Experimental	1	Jupyter Notebook
77	chaithanya21/Deep-Learning-V1 This Repository contains all the work Related to Deep Learning: Research...	17	Experimental	1	Jupyter Notebook
78	msaakaash/deepLearning A comprehensive deep learning repository covering core concepts,...	17	Experimental	—	Jupyter Notebook
79	MikyLanfra/Latent-Space-Learning-for-GPI Repository containing experiments relative to latent space temporal...	17	Experimental	—	Jupyter Notebook
80	SmokeYOU/Deep-learning-CNN-model My cnn model	17	Experimental	—	HTML
81	Sean578-hub/Neural-Networks-Deep-Learning-Projects Collection of neural network and deep learning projects built with Python...	15	Experimental	1	Python
82	Madid1976/deep-learning-research Repository for advanced deep learning research projects, focusing on novel...	14	Experimental	—	Python
83	Kratugautam99/Deep-Learning-Practice Deep Learning Practice Repo with FreeCodeCamp challenge solutions, curated...	14	Experimental	—	Jupyter Notebook
84	CAI991108/Deep-Learning-Utils This repository chronicles my journey through fundamental and advanced deep...	13	Experimental	—	Jupyter Notebook
85	MakCoder-2004/Deep-Learning-Projects This Deep Learning Projects repository features experiments with CNNs, RNNs,...	13	Experimental	—	Jupyter Notebook
86	Md-EmranHossen/Deep-Learning-Hub Welcome to Deep Learning Playground, a personal repository for exploring and...	13	Experimental	—	Jupyter Notebook
87	denev6/deep-learning-codes 🗂️ Deep-Learning Projects	13	Experimental	—	Jupyter Notebook
88	Southla/Supervised_Learning Supervised Learning project from TripleTen	13	Experimental	—	—
89	lewiswretch/dl-project Deep learning projects implementing various neural network architectures and...	13	Experimental	—	—
90	sumit9000/Deep-Learning- This repository contains Jupyter notebooks showcasing different deep...	13	Experimental	—	Jupyter Notebook
91	jain-pratham/Deeplearning Deep learning fundamentals implementation including perceptron, multi layer...	13	Experimental	—	Jupyter Notebook
92	itsmethahseer/Deep_Learning Welcome to the Deep Learning Repository! This repository serves as a...	12	Experimental	6	Jupyter Notebook
93	Shubbair/deep-learning Projects of Deep learning	12	Experimental	1	Jupyter Notebook
94	PracticumAI/rnn Practicum AI Recurrent Neural Network workshop.	12	Experimental	1	Jupyter Notebook
95	federicheddu/DLA-Sex-Recognition Progetto DLA Mod. 1 - CdLM Informatica	12	Experimental	1	C
96	igna-s/Applied-Deep-Learning-Labs University collection of neural network implementations (CNNs, MLPs) using...	12	Experimental	1	Jupyter Notebook
97	ZIB-IOL/neural-discovery-icml25 Code to reproduce the experiments of the ICML25-paper: "Neural Discovery in...	12	Experimental	4	Python
98	zenitsu0509/Deep_learning Deep Learning Repo that have same Deep learning projects and basic of deep learning	12	Experimental	2	Jupyter Notebook
99	vitorap/Neural-Networks "Neural Networks" repository hosts projects from my doctoral studies at...	11	Experimental	—	Jupyter Notebook
100	mdcjansen/CNNs Various codes and scripts used during AI research. Orginally developed in...	11	Experimental	—	Python
101	theairbend3r/deep-learning-in-the-sheets A repository of google-sheets that aim to demystify deep learning concepts...	11	Experimental	—	—
102	SUGAM2001/Neural-Network-Deep-learning This repo contains a series of PPT on neural networks.	11	Experimental	—	—
103	Adn02/Deep-Learning This collection showcases a variety of homeworks/projects from my "Intro to...	11	Experimental	—	Jupyter Notebook
104	gomu-gomu/ma-dl-tp-1 Implémentation du Perceptron avec la Descente de Gradient.	11	Experimental	—	Jupyter Notebook
105	ChinnamLakshmiDurga/Image-Recognition-with-Tensorflow ShellHacks Workshop	11	Experimental	—	Jupyter Notebook
106	DenizGokayHamzali/Foundations-of-Deep-Learning-with-Python A Collection of Guided Projects utilizing Diverse Deep Learning Models	11	Experimental	—	Jupyter Notebook
107	RAdvaithVIT/Deep-Learning-Codes This is a repository centred along the lines of deep learning using...	11	Experimental	—	Jupyter Notebook
108	Ehsangit2021/online-deep-learning This project works on issues about deep models training on the streaming...	11	Experimental	—	Python
109	umar07/DL_Projects Deep Learning projects based on Computer Vision applications.	11	Experimental	4	—
110	Tanwar-12/Deep-Learning-Projects Deep learning is a subset of machine learning that involves the use of...	11	Experimental	3	Jupyter Notebook
111	TarunSehgal27/Deep-Learning-Concepts This repository contains different concepts related to deep learning. Some...	10	Experimental	2	—
112	Austin-rgb/deep-learning A bunch of deep learning practice codes	10	Experimental	2	Jupyter Notebook
113	Meharab/Deep-Neural-Network-using-Tensorflow projects of all sorts of neural network	10	Experimental	2	Jupyter Notebook

Comparisons in this category

TopDeepLearning and deep (51 vs 48) Trending-Deep-Learning and Top-Deep-Learning (51 vs 51) Deep-learning-with-Python and Python-Deep-Learning-Projects (51 vs 47) Deep-learning-with-Python and deep (51 vs 48)