Michael Matthews's repositories
react-tic-tac-toe
A React, and Node.js Tic Tac Toe game
batch_rl
Offline Reinforcement Learning (aka Batch Reinforcement Learning) on Atari 2600 games
cellxgene
An interactive explorer for single-cell transcriptomics data
connect_four
A simple Python implementation for the game of Connect 4
dataclasses-avroschema
Generate Avro Schemas from a Python class. Serialize and Deserialize python instances with avro schemas
deeprl_network
multi-agent deep reinforcement learning for networked system control.
dl-workshop
Materials for Deep Learning Workshop
faust-docker-compose-example
Faust dockerized application
machine_learning_examples
A collection of machine learning examples and tutorials.
neurips_2022_saturn_notebooks
Notebooks for exploring data associated with the Open Problems competition on Kaggle, presented at NeurIPS 2022
nextflow
A DSL for data-driven computational pipelines
nextflow-idioms
Short idioms and patterns for transforming, merging and managing files and channels in Nextflow.
nextflow-playground
Nextflow pipeline playground
node-frontend
Node.js Docker image with all Puppeteer dependencies installed for frontend Chrome Headless testing and default Nginx config, for multi-stage Docker building
open-problems-multimodal
1st place solution of Kaggle Open Problems - Multimodal Single-Cell Integration
Python
All Algorithms implemented in Python
python-mocks
Some example Python unit test mocks
react-challenge
A React version of the sample activity page coding challenge.
Reinforcement-Learning
Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning
reinforcement-learning-implementation
Reinforcement Learning examples implementation and explanation
rl_algorithms
Structural implementation of RL key algorithms
sc-normalization-explorations
Exploring different normalization method for single-cell data
slurm-pipeline
A Python class for scheduling SLURM jobs
soft-actor-critic
Modified versions of the SAC algorithm from spinningup for discrete action spaces and image observations.
TileDB-SingleCell
TileDB implementation of the single-cell matrix API
vscode-language-nextflow
Nextflow language support for Visual Studio Editor