Kyle Mills's repositories
home-assistant.io
:blue_book: Home Assistant User documentation
1qbit-matplotlib-style
Matplotlib style file following 1qbit's brand policies
BRMesh_homeassistant
ESP32 interface for interfacing BRMesh lights to HomeAssistant using MQTT
VQGAN-pytorch
Pytorch implementation of VQGAN (Taming Transformers for High-Resolution Image Synthesis) (https://arxiv.org/pdf/2012.09841.pdf)
hm-pktfwd
Helium Miner Packet Forwarder
kylemills.net
My website
plotkm
Matplotlib kylemills style
ml4co-competition
Machine Learning for Combinatorial Optimization - NeurIPS'21 competition
phd_thesis
Thesis and supporting code for thesis writing (latex, plotting, figures, etc)
climbing_plots
plots to track bouldering progress given database of routes attempted and failed
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
stable-baselines
A fork of OpenAI Baselines, implementations of reinforcement learning algorithms
extensive_deep_neural_networks
Simple examples of extensive deep neural networks in action
kyle_helper
Personal helper functions, scripts, classes for Kyle Mills
clevr-dataset-gen
A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning
kmgym
Kyle's Gym environments
roboschool
Open-source software for robot simulation, integrated with OpenAI Gym.
boltzmann_machine
My investigation into Boltzmann machines
clean_machine_setup
scripts for setting up transformers boxes
GANs
Various formations of example Generative Adversarial Networks