Zeyi Tao's starred repositories
conv_arithmetic
A technical report on convolution arithmetic in the context of deep learning
FedML
FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs on any GPU cloud or on-premise cluster. Built on this library, TensorOpera AI (https://TensorOpera.ai) is your generative AI platform at scale.
ENAS-pytorch
PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"
Awesome-Knowledge-Distillation
Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。
neural-tangents
Fast and Easy Infinite Neural Networks in Python
pytorch-distributed
A quickstart and benchmark for pytorch distributed training.
torchquantum
A PyTorch-based framework for Quantum Classical Simulation, Quantum Machine Learning, Quantum Neural Networks, Parameterized Quantum Circuits with support for easy deployments on real quantum computers.
wide-resnet.pytorch
Best CIFAR-10, CIFAR-100 results with wide-residual networks using PyTorch
backdoor_federated_learning
Source code for paper "How to Backdoor Federated Learning" (https://arxiv.org/abs/1807.00459)
invertinggradients
Algorithms to recover input data from their gradient signal through a neural network
fitting-random-labels
Example code for the paper "Understanding deep learning requires rethinking generalization"
FedMD_clean
FedMD: Heterogenous Federated Learning via Model Distillation
SNAS-Series
This repo contains the PyTorch implementation of the SNAS-Series papers
federated-learning-on-raspberry-pi
This project implements the OpenMined tutorials and simulates the distributed model training process using 2 RPIs(Raspberry Pi).
federated-learning
A distributed fedrated learning system on the blockchain.
gradfeat20
Gradients as Features for Deep Representation Learning
federated-pytorch-test
Federated learning with PyTorch (federated averaging and consensus optimization): with 'reduced' bandwidth
CKN-Pytorch-image
CKN for images
holdout-sgd
Byzantine Resilient Federated Learning