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approxcnn

awesome-he

✨ Awesome - A curated list of amazing Homomorphic Encryption libraries, software and resources

brevitas

Brevitas: quantization-aware training in Pytorch

ckks-gpu-core

darts

Differentiable architecture search for convolutional and recurrent networks

deit

Official DeiT repository

delphi

A Cryptographic Inference Service for Neural Networks

edmips

PyTorch implementation of EdMIPS: https://arxiv.org/pdf/2004.05795.pdf

esm

Evolutionary Scale Modeling (esm): Pretrained language models for proteins

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

fhe-mp-cnn

Implementation of deep ResNet model on CKKS scheme in Microsoft SEAL library using multiplexed parallel convolution

hemet

lattigo

A library for lattice-based homomorphic encryption in Go

mvision

机器人视觉 移动机器人 VS-SLAM ORB-SLAM2 深度学习目标检测 yolov3 行为检测 opencv PCL 机器学习 无人驾驶

paper-picture-writing-code

Paper Picture Writing Code

phantom-fhe

Phantom: A GPU Homomorphic Encryption Library

pytorch-cifar

95.47% on CIFAR10 with PyTorch

pytorch-cifar100

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet)

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2, MNASNet, Single-Path NAS, FBNet, and more

pytorch-onnx-tensorrt-cifar10

Train cifar10 networks and inference with tensorrt.

pytorch-playground----fixed-point-quantized

Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)

pytorch-quant

DL quantization for pytorch

pytorch-quantization-demo

A simple network quantization demo using pytorch from scratch.

pytorch-vgg-cifar10

This is the PyTorch implementation of VGG network trained on CIFAR10 dataset

tutorial-2022-intro-polynomial-nets

visualtransformers

A Pytorch Implementation of the following paper "Visual Transformers: Token-based Image Representation and Processing for Computer Vision"