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ai-for-science

A modern, highly customizable, responsive Jekyll template for course websites.

b_s_architecture

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

blo-cvar

catalyst

centaur-privacy-federated-representation-learning

A PyTorch based repository for Federate Learning with Differential Privacy

courses

fast.ai Courses

dmtrpo

Working paper...

fed_functional_gradient

federated-learning-pytorch

fedrep

fedrep-double

ffgb_jax

ffjord_wgf

code for "FFJORD: Free-form Continuous Dynamics for Scalable Reversible Generative Models".

fokker-planck-self-consistency-jax

functional-adversarial-training

jax-differential-privacy-federated-learning

kinet

Neural Kinetic Dynamics

libol

Library for Online Learning algorithms

machinelearning

octave algorithm for some machine learning problems.

maml-pytorch

Elegant PyTorch implementation of paper Model-Agnostic Meta-Learning (MAML)

maml_rl

Code for RL experiments in "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"

matlab-mnist-two-layer-perceptron

A two layer perceptron implemented in MatLab to recognize handwritten digits based on the MNIST dataset.

mlpack

mlpack: a scalable C++ machine learning library

natural-gradient-for-generative-modelling

ncsn

Noise Conditional Score Networks

ode_diffusion

osx-terminal-themes

Color schemes for default Mac OS X Terminal.app

pde-inverse-problem

pytorch-maml

PyTorch implementation of MAML: https://arxiv.org/abs/1703.03400