Andrew Trask

Grokking-Deep-Learning. this repository accompanies the book "Grokking Deep Learning"

DEPRECATED. DEPRECATED - do not use!!!

OM-Welcome-Package. Everything you need to know to contribute to OpenMined!

PySonar. Decentralized Machine Learning Client

iamtrask.github.io. JavaScript

Sonar. DEPRECATED - Decentralized Machine Learning Server (hosted on Blockchain)

awesome-machine-learning. A curated list of awesome Machine Learning frameworks, libraries and software.

Capsule. DEPRECATED- see https://github.com/OpenMined/OpenMined or https://github.com/OpenMined/PySyft

mine.js. DEPRECATED- see https://github.com/OpenMined/OpenMined or https://github.com/OpenMined/PySyft

PyBV. DEPRECATED- see https://github.com/OpenMined/OpenMined or https://github.com/OpenMined/PySyft

DeepLearningTutorials. Deep Learning Tutorial notes and code. See the wiki for more info.

PyYashe. DEPRECATED- see https://github.com/OpenMined/OpenMined or https://github.com/OpenMined/PySyft

PyAono. DEPRECATED- see https://github.com/OpenMined/OpenMined or https://github.com/OpenMined/PySyft

quandl-java. This is a java api for the quandl dataservice.

Team-Map. Map of OpenMined Contributors

python-paillier. A library for Partially Homomorphic Encryption in Python

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.

openmined.org. DEPRECATED- see https://github.com/OpenMined/openmined-website

differential-privacy. Naive implementation of basic Differential-Privacy framework and algorithms

quantus. Distributed CPU/GPU Basic Linear Algebra Service (Blas)

mine-ui. MineUI React application to interface with mine.js

PrincipiaMathematica.

syft-translator.js. DEPRECATED- see https://github.com/OpenMined/OpenMined or https://github.com/OpenMined/PySyft

PySyft. A Library for Private, Secure, Multi-Owner Deep Learning - Currently Pre Alpha

Bygone. A centralized service with a goal of becoming obsolete.

BootstrapNodes.

polyglot. Multilingual text (NLP) processing toolkit

NALU-2. Neural Arithmetic Logic Units

keras. Theano-based Deep Learning library (convnets, recurrent neural networks, and more).

pyxel. A retro game development environment in Python

pandas-cookbook. Recipes for using Python's pandas library

NALU. Keras Implementation of: "Neural Arithmetic Logic Units", Trask et al., ArXiV, 2018

tensorflow. Computation using data flow graphs for scalable machine learning

NALU-pytorch. A PyTorch Implementation of "Neural Arithmetic Logic Units"

quandl-scala. This is a scala API for the Quandl Dataservice

ml-agents. Unity Machine Learning Agents - powered by OpenMined

R-Homomorphic-Encryption-Package. This is a fork of the R HomomorphicEncryption package originally from http://www.louisaslett.com/HomomorphicEncryption/

pytorch. Tensors and Dynamic neural networks in Python with strong GPU acceleration

pycolab. A highly-customisable gridworld game engine with some batteries included. Make your own gridworld games to test reinforcement learning agents!

torch7. C

tf-encrypted. Layer on top of TensorFlow for doing machine learning on encrypted data

tether. Go

keras-acgan. Auxiliary Classifier Generative Adversarial Networks in Keras

PySEAL. This repository is a fork of Microsoft Research's homomorphic encryption implementation, the Simple Encrypted Arithmetic Library (SEAL). This code wraps the SEAL build in a docker container and provides Python API's to the encryption library.

linreg-mpc. A Secure Multiparty Computation (MPC) protocol for computing linear regression on vertically distributed datasets

nlpnet. A neural network architecture for NLP tasks, inspired in the SENNA system. It uses as input vectors built through Vector Space Models and avoid external NLP tools. Currently, it can perform POS tagging, SRL and dependency parsing.