amitport

EDEN-Distributed-Mean-Estimation

This repository is the official implementation of 'EDEN: Communication-Efficient and Robust Distributed Mean Estimation for Federated Learning' (ICML 2022).

DRIVE-One-bit-Distributed-Mean-Estimation

This repository is the official implementation of the 'DRIVE: One-bit Distributed Mean Estimation' paper (NeurIPS 2021).

ngx-init

Angular.js' ng-init directive for Angular2+

distributed-mean-estimation

Towards-Federated-Learning-with-Byzantine-Robust-Client-Weighting

The source code for the paper 'Towards Federated Learning with Byzantine-Robust Client Weighting'.

amitport.github.io

my github page

ayala-stuff

deepchecks

Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and models from research to production.

devsite

The source for the dev site

docs-1

TensorFlow documentation

dotty-cps-async

experimental CPS transformer for dotty

federated

A framework for implementing federated learning

fedjax

FedJAX is a JAX-based open source library for Federated Learning simulations that emphasizes ease-of-use in research.

FedProx

Federated Optimization in Heterogeneous Networks (MLSys '20)

GitHubGraduation-2021

Join the GitHub Graduation Yearbook and "walk the stage" on June 5.

google_tff_research

hadamard-transform

A Fast Walsh–Hadamard Transform (FWHT) implementation in PyTorch.

learning_day_oct22

model-optimization

A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.

openfl

An open framework for Federated Learning.

pytorch-transformer-ts

Repository of Transformer based PyTorch Time Series Models

QUIC-FL-Quick-Unbiased-Compression-for-Federated-Learning

This repository is the official implementation of QUIC-FL from the paper 'Accelerating Federated Learning with Quick Distributed Mean Estimation' (ICML 2024)

random-stuff

releasing-research-code

Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)

rlcard-showdown

Leaderboard and Visualization for RLCard

ScaffoldFL

implementation of scaffold and fedprox for federated learning

scipy

SciPy library main repository

sympy

A computer algebra system written in pure Python

TypeScript-Website

The Website and web infrastructure for learning TypeScript

Web-Dev-For-Beginners

24 Lessons, 12 Weeks, Get Started as a Web Developer