mccorby

ggml

Tensor library for machine learning

1on1-questions

Mega list of 1 on 1 meeting questions compiled from a variety to sources

federated

A collection of Google research projects related to Federated Learning and Federated Analytics.

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

opacus

Training PyTorch models with differential privacy

machine-learning-workshop

Site of W3C Workshop on Web & Machine Learning

cape-dataframes

Privacy transformations on Spark and Pandas dataframes backed by a simple policy language.

awesome-differential-privacy

list of differential-privacy related resources

The-Pragmatic-Programmer

Summary of the book The Pragmatic Programmer by Andrew Hunt and David Thomas

fastbook

The fastai book, published as Jupyter Notebooks

Kotlin-Coroutines-and-Flow-UseCases-on-Android

🎓 Learning Kotlin Coroutines and Flows for Android by example. 🚀 Sample implementations for real-world Android use cases. 🛠 Unit tests included!

fpinkotlin

Source code listings and exercises for Functional Programming in Kotlin

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

awesome-federated-learning

A curated list of resources dedicated to federated learning.

covid-alert

A privacy-preserving app for comparing last-known locations of coronavirus patients

privacy

Library for training machine learning models with privacy for training data

automl

Google Brain AutoML

aries-did.js

A repo for exploring the use of Hyperledger Aries to facilitate decentralised identity services.

PyAriesFL

Federated Learning on HyperLedger Aries

opus

kotlin-numpy

Kotlin bindings for NumPy

Turbofan-Federated-Learning-POC

Proof of concept on a predictive maintenance use case using federated learning to continuously improve predictions of the remaining lifetime of aircraft gas turbine engines.

ZSL-ADA

Code accompanying the paper "A Generative Framework for Zero Shot Learning with Adversarial Domain Adaptation"

TenSEAL

A library for doing homomorphic encryption operations on tensors

SwiftSyft

The official Syft worker for iOS, built in Swift

syft-proto

Defines types for all Serde encoding across languages

SyferText

A privacy preserving NLP framework

syft.js

The official Syft worker for Web and Node, built in Javascript

Threepio

A multi-language library for translating commands between PyTorch, TensorFlow, and TensorFlow.js

pb-and-k

Kotlin Code Generator and Runtime for Protocol Buffers