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anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

arithmeticencodingpython

Data Compression using Arithmetic Encoding in Python

awesome-bft

Awesome Byzantine Fault Tolerance (BFT)

awesome-federated-computing

:books: :eyeglasses: A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.

awesome-incremental-learning

Awesome Incremental Learning

awesome-pruning

A curated list of neural network pruning resources.

bitswap

Bit-Swap: Recursive Bits-Back Coding for Lossless Compression with Hierarchical Latent Variables

byzantinemomentum

Distributed Momentum for Byzantine-resilient Learning

cinic-10

A drop-in replacement for CIFAR-10.

codinginterviews

剑指Offer——名企面试官精讲典型编程题

d2l-pytorch

This project reproduces the book Dive Into Deep Learning (www.d2l.ai), adapting the code from MXNet into PyTorch.

dba

DBA: Distributed Backdoor Attacks against Federated Learning

deeplearning

dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

draco

DRACO: Byzantine-resilient Distributed Training via Redundant Gradients

error-feedback-sgd

SGD with compressed gradients and error-feedback: https://arxiv.org/abs/1901.09847

fault_diagnosis_cnn

federated-learning

Federated Learning - PyTorch

federated-learning-pytorch

Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data

federatedlearningusingpysyft

fedma

Code for Federated Learning with Matched Averaging, ICLR 2020.

fedpac

Simplified Implementation of FedPAC

fl-bench

Benchmark of federated learning, dedicated to the community.

garfield

System Support for Byzantine Machine Learning

gradient-quantization

vector quantization for stochastic gradient descent .

hilloc

holdout-sgd

Byzantine Resilient Federated Learning

leetcode

LeetCode Problems' Solutions

leetcode-1

:pencil2: LeetCode solutions in C++ 11 and Python3

localsgd-code