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 95 deep learning projects frameworks tracked. 12 score above 50 (established tier). The highest-rated is dnouri/nolearn at 66/100 with 954 stars and 313 monthly downloads.

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

Comparisons in this category

TopDeepLearning and deep (51 vs 41) Trending-Deep-Learning and Top-Deep-Learning (51 vs 51)