Matthew Rahtz

learning-from-human-preferences. Reproduction of OpenAI and DeepMind's "Deep Reinforcement Learning from Human Preferences"

javascript-karplus-strong. JavaScript/Web Audio implementation of Karplus-Strong guitar synthesis

easy-tf-log. Easy TensorFlow logging for quick prototypes

ultra_ping. Measure UDP packet latency

distributed_tensorflow_gentle_introduction. Jupyter notebook running through basic examples of Distributed TensorFlow

tensorflow-rl-pong. Pong AI trained using policy gradient-based reinforcement learning

tbplot. Plot TensorBoard graphs fast

musical-pattern-recognition-in-spiking-neural-networks. Differentiate notes using a spiking neural network

humble-gumbel. Jupyter notebook on Gumbel-max and Gumbel-softmax tricks

sanger-machine-learning-workshop. Code for machine learning workshop given to Sanger Systems group

ocd-a3c. TensorFlow implementation of asynchronous advantage actor-critic (A3C)

gym-moving-dot. A simple moving dot environment for OpenAI Gym to test reinforcement learning algorithms

tensorflow-pos-tagger. Part-of-speech tagger implemented using a feedforward network in TensorFlow

mpi-vagrant. Bring up a cluster of VMs in Vagrant suitable for testing MPI

dotfiles. Vim Script

tf-sac. TensorFlow implementation of Soft Actor-Critic

tensorboard_screenshot. Automatically take a screenshot of TensorBoard graphs using Headless Chrome

tensor-typing-exploration. Examples of code and stubs where tensor shape typing would be useful

tmuxprocess. Redirect I/O from Python processes to different tmux windows

sqs-alerts. Pop up macOS alerts from an AWS Simple Queue Service

machine-learning-classification. Code used for "Machine Learning with Python" workshop at Cambridge Coding Academy

docker-cfengine-servers. Git hooks for spawning CFEngine policy servers

irods-vagrant. Sets up a Vagrant VM running Ubuntu 12.04 LTS with a minimal iRODS install.

pytorch_examples. A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

handwriting-synthesis. Python

tf-resnet. TensorFlow/Keras ResNet on CIFAR-10

rightermove. Python

tf-dqn. TensorFlow implementation of Deep Q-learning