iamtrask
Leader of @OpenMined, Senior Research Scientist at DeepMind, PhD Student at Oxford, Author of Grokking Deep Learning, Instructor at Udacity
Oxford, England
Pinned Repositories
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
DEPRECATED
DEPRECATED - do not use!!!
Grokking-Deep-Learning
this repository accompanies the book "Grokking Deep Learning"
iamtrask.github.io
mine.js
DEPRECATED- see https://github.com/OpenMined/OpenMined or https://github.com/OpenMined/PySyft
OM-Welcome-Package
Everything you need to know to contribute to OpenMined!
PySonar
Decentralized Machine Learning Client
Sonar
DEPRECATED - Decentralized Machine Learning Server (hosted on Blockchain)
PySyft
Perform data science on data that remains in someone else's server
iamtrask's Repositories
iamtrask/Grokking-Deep-Learning
this repository accompanies the book "Grokking Deep Learning"
iamtrask/DEPRECATED
DEPRECATED - do not use!!!
iamtrask/OM-Welcome-Package
Everything you need to know to contribute to OpenMined!
iamtrask/PySonar
Decentralized Machine Learning Client
iamtrask/iamtrask.github.io
iamtrask/Team-Map
Map of OpenMined Contributors
iamtrask/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.
iamtrask/differential-privacy
Naive implementation of basic Differential-Privacy framework and algorithms
iamtrask/BootstrapNodes
iamtrask/NALU-2
Neural Arithmetic Logic Units
iamtrask/PySyft
A Library for Private, Secure, Multi-Owner Deep Learning - Currently Pre Alpha
iamtrask/NALU
Keras Implementation of: "Neural Arithmetic Logic Units", Trask et al., ArXiV, 2018
iamtrask/NALU-pytorch
A PyTorch Implementation of "Neural Arithmetic Logic Units"
iamtrask/pandas-cookbook
Recipes for using Python's pandas library
iamtrask/pycolab
A highly-customisable gridworld game engine with some batteries included. Make your own gridworld games to test reinforcement learning agents!
iamtrask/pyxel
A retro game development environment in Python
iamtrask/tensorflow
Computation using data flow graphs for scalable machine learning
iamtrask/differential-privacy-1
iamtrask/NALUs
Neural Arithmetic Logic Units(arXiv:1808.00508)
iamtrask/numpy-tutorials
NumPy tutorials & educational content in notebook format
iamtrask/tf-encrypted
Layer on top of TensorFlow for doing machine learning on encrypted data
iamtrask/assets
iamtrask/autodp
autodp: A flexible and easy-to-use package for differential privacy
iamtrask/backend-GPT
iamtrask/jiff
JavaScript library for building web-based applications that employ secure multi-party computation (MPC).
iamtrask/mortendahl.github.io
Blog dedicated to cryptography and machine learning
iamtrask/NALU-1
Basic pytorch implementation of NAC/NALU from Neural Arithmetic Logic Units
iamtrask/privateml
Various material around private machine learning, some associated with blog
iamtrask/python-libsnark
Python bindings for a minimal subset of libsnark
iamtrask/shgo
Simplicial Homology Global Optimization