eliaskousk

autogluon

AutoGluon: AutoML for Image, Text, and Tabular Data

cv

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge.

dotfiles

My vim, zsh, tmux, git configuration files

EasyFL

An easy-to-use federated learning platform

example-code-2e

Example code for Fluent Python, 2nd edition

fastbook

The fastai book, published as Jupyter Notebooks

FATE

An Industrial Grade Federated Learning Framework

FedML

A Research-oriented Federated Learning Library. Supporting distributed computing, mobile/IoT on-device training, and standalone simulation. Best Paper Award at NeurIPS 2020 Federated Learning workshop. Join our Slack Community:(https://join.slack.com/t/fedml/shared_invite/zt-havwx1ee-a1xfOUrATNfc9DFqU~r34w)

FLSim

Federated Learning Simulator (FLSim) is a flexible, standalone core library that simulates FL settings with a minimal, easy-to-use API. FLSim is domain-agnostic and accommodates many use cases such as vision and text.

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

hlf-k8s

Substra Network initializes an Hyperledger Fabric network with Certificate Authorities

KubeFATE

Manage federated learning workload using cloud native technologies.

MONAI

AI Toolkit for Healthcare Imaging

openfl

An open framework for Federated Learning.

PerfKitBenchmarker

PerfKit Benchmarker (PKB) contains a set of benchmarks to measure and compare cloud offerings. The benchmarks use default settings to reflect what most users will see. PerfKit Benchmarker is licensed under the Apache 2 license terms. Please make sure to read, understand and agree to the terms of the LICENSE and CONTRIBUTING files before proceeding.

practical-statistics-for-data-scientists

Code repository for O'Reilly book

Practicing-Federated-Learning

PySyft

A library for answering questions using data you cannot see

pytorch-cifar

95.47% on CIFAR10 with PyTorch

PyTorchStepByStep

Official repository of my book: "Deep Learning with PyTorch Step-by-Step: A Beginner's Guide"

substra

Substra is a framework for traceable ML orchestration on decentralized sensitive data.

substra-backend

Backend of the Substra platform

substra-frontend

azure-charon-ssp-deploy

Bicep deployment scripts to deploy Charon SSP on Azure

craftinginterpreters

Repository for the book "Crafting Interpreters"

linux

Linux kernel source tree

llvm-project

The LLVM Project is a collection of modular and reusable compiler and toolchain technologies. Note: the repository does not accept github pull requests at this moment. Please submit your patches at http://reviews.llvm.org.

NeMo

NeMo: a framework for generative AI

NVFlare

NVIDIA Federated Learning Application Runtime Environment