arnupretorius Goto Github PK

acme

A library of reinforcement learning components and agents

adl_rl

Advanced Deep Learning and Reinforcement Learning 2018 Assignments

arnupretorius.github.io

Personal website and blog

attributeembeddingwebapp

Web application for demonstrating attribute embedding using neural networks.

awesome-marl

betterinitatlimiteddepth_2019

biasvaranalensemblelearn

Source code: A Bias-Variance Analysis of Ensemble Learning for Classificaiton

blog

Blog post notebooks and additional material

boltzmann-machines

Boltzmann Machines in TensorFlow with examples

convnetjs

Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser.

d2l-en

Dive into Deep Learning: an interactive deep learning book with code, math, and discussions

data_structures_and_algorithms_javascript

deep-learning-indaba.github.io

Deep Learning Indaba Technical Documentation Site

deep-reinforcement-learning-hands-on

Hands-on Deep Reinforcement Learning, published by Packt

deepmind-advanced-deep-learning-and-reinforcement-learning

Advanced Deep Learning and Reinforcement Learning course taught at UCL in partnership with Deepmind

deepmind_mas_enviroment

some Multiagent enviroment in 《Multi-agent Reinforcement Learning in Sequential Social Dilemmas》 and 《Value-Decomposition Networks For Cooperative Multi-Agent Learning》

deepo

A series of Docker images (and their generator) that allows you to quickly set up your deep learning research environment.

esmjax

ESM2 protein language models in JAX/Flax

generalattributeembedding

A repository for storing learned attribute embedding for movies

indaba-2018

Practical Notebooks for the Deep Learning Indaba 2018

indabax.github.io

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

lindaedynamics_icml2018

Code to reproduce all the results in the paper: "Learning dynamics of linear denoising autoencoders." (ICML 2018)

machine-learning-a-probabilistic-perspective-solutions

My solutions to Kevin Murphy Machine Learning Book

masakhane

Let's put Africa on the Machine Translation Map!

mastersthesiscode

Thesis Code - Advances in Random Forests with Application to Classification

mxnet-the-straight-dope

An interactive book on deep learning. Much easy, so MXNet. Wow. [Straight Dope is growing up] ---> Much of this content has been incorporated into the new Dive into Deep Learning Book available at https://d2l.ai/.

noisynngps_2019

noisysignalprop_neurips2018

practicals2017

Deep Learning Indaba 2017 Practical content