Model Zoos ML Frameworks

Collections of pre-trained, ready-to-use deep learning models organized by framework or domain. Does NOT include model training frameworks, architecture implementations from scratch, or papers/theory resources.

There are 18 model zoos frameworks tracked. 4 score above 50 (established tier). The highest-rated is NTMC-Community/MatchZoo at 60/100 with 3,855 stars.

Get all 18 projects as JSON

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

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#	Framework	Score	Tier	Stars	Language
1	NTMC-Community/MatchZoo Facilitating the design, comparison and sharing of deep text matching models.	60	Established	3,855	Python
2	NTMC-Community/MatchZoo-py Facilitating the design, comparison and sharing of deep text matching models.	59	Established	501	Python
3	onnx/models A collection of pre-trained, state-of-the-art models in the ONNX format	59	Established	9,480	Jupyter Notebook
4	opencv/opencv_zoo Model Zoo For OpenCV DNN and Benchmarks.	53	Established	910	Python
5	gizatechxyz/Giza-Hub Curated list of ZKML models and use cases made with Giza	41	Emerging	52	Jupyter Notebook
6	theonesud/Pytorch-Model-Zoo A collection of deep learning models implemented in PyTorch	40	Emerging	199	Jupyter Notebook
7	AxisCommunications/axis-model-zoo Collection of machine learning models to use in Axis cameras	40	Emerging	27	C
8	imyjk729/Memristor In-sensor reservoir computing for language learning via two-dimensional memristors	35	Emerging	24	Jupyter Notebook
9	iitzco/deepzoo :wolf: :tiger: :whale2: :elephant: :monkey: Deep Learning model Zoo	29	Experimental	19	Python
10	chizkidd/deep-learning-models A collection of various deep learning architectures, models, & their...	29	Experimental	4	Jupyter Notebook
11	ModelZoos/ModelZooDataset Model Zoos published at the NeurIPS 2022 Dataset & Benchmark track: "Model...	21	Experimental	59	Python
12	francesco-innocenti/NN-Hessian-Papers A curated repository of papers on the Hessian of deep neural networks.	20	Experimental	2	—
13	remyxai/model_zoo A repository of custom models specialized to various use cases.	20	Experimental	6	Shell
14	LokeshYarramallu/Custom_DL_Models This open-source project, "Custom_DL_Models," offers a diverse range of deep...	17	Experimental	1	—
15	longavailable/deep-learning-network-architectures A collection of some useful architectures/frameworks of deep learning /...	13	Experimental	—	—
16	the-irritater/Neural-Network-Regularization-Study Comparative study of neural network regularization techniques (L1, L2,...	13	Experimental	—	Python
17	tazriahelal/Dropout_Regularization- Dropout in Deep Learning	12	Experimental	7	Jupyter Notebook
18	ArthurDanjou/DropoutReducesUnderfitting TensorFlow/Keras implementation of "Dropout Reduces Underfitting" (Liu et...	11	Experimental	—	Jupyter Notebook