mccorby

system-design-primer

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

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.

fastbook

The fastai book, published as Jupyter Notebooks

ggml

Tensor library for machine learning

1on1-questions

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

automl

Google Brain AutoML

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!

privacy

Library for training machine learning models with privacy for training data

The-Pragmatic-Programmer

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

opacus

Training PyTorch models with differential privacy

TenSEAL

A library for doing homomorphic encryption operations on tensors

federated

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

kotlin-numpy

Kotlin bindings for NumPy

awesome-differential-privacy

list of differential-privacy related resources

SyferText

A privacy preserving NLP framework

fpinkotlin

Source code listings and exercises for Functional Programming in Kotlin

cape-dataframes

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

syft.js

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

pb-and-k

Kotlin Code Generator and Runtime for Protocol Buffers

awesome-federated-learning

A curated list of resources dedicated to federated learning.

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.

Threepio

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

SwiftSyft

The official Syft worker for iOS, built in Swift

covid-alert

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

machine-learning-workshop

Site of W3C Workshop on Web & Machine Learning

opus

PyAriesFL

Federated Learning on HyperLedger Aries

syft-proto

Defines types for all Serde encoding across languages

ZSL-ADA

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

aries-did.js

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