Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
---|---|---|---|---|---|---|---|---|---|---|
Pytorch Playground | 2,366 | a year ago | 9 | mit | Python | |||||
Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet) | ||||||||||
Paddleslim | 1,486 | 4 | 3 months ago | 22 | December 29, 2022 | 430 | apache-2.0 | Python | ||
PaddleSlim is an open-source library for deep model compression and architecture search. | ||||||||||
Nncf | 725 | 6 | 3 months ago | 16 | November 16, 2023 | 46 | apache-2.0 | Python | ||
Neural Network Compression Framework for enhanced OpenVINO™ inference | ||||||||||
Kill The Bits | 582 | 3 years ago | 1 | other | Python | |||||
Code for: "And the bit goes down: Revisiting the quantization of neural networks" | ||||||||||
Sparsezoo | 347 | 7 | 3 months ago | 26 | December 04, 2023 | 6 | apache-2.0 | Python | ||
Neural network model repository for highly sparse and sparse-quantized models with matching sparsification recipes | ||||||||||
Apot_quantization | 115 | 3 years ago | 8 | Python | ||||||
PyTorch implementation for the APoT quantization (ICLR 2020) | ||||||||||
Zeroq | 103 | 4 years ago | 5 | gpl-3.0 | Python | |||||
[CVPR'20] ZeroQ: A Novel Zero Shot Quantization Framework | ||||||||||
Ternarynet | 103 | 7 years ago | 5 | apache-2.0 | Python | |||||
Implementation for Trained Ternary Network. | ||||||||||
Permute Quantize Finetune | 79 | 3 years ago | other | Python | ||||||
Using ideas from product quantization for state-of-the-art neural network compression. | ||||||||||
Jacinto Ai Devkit | 74 | 3 years ago | 9 | other | ||||||
Training & Quantization of embedded friendly Deep Learning / Machine Learning / Computer Vision models |