Gareth Jones's repositories
Kaggle-EEG
Seizure prediction from EEG data using machine learning. 3rd place solution for Kaggle/Uni Melbourne seizure prediction competition.
IncrementalTrees
Adds partial fit method to sklearn's forest estimators to allow incremental training without being limited to a linear model. Works with Dask-ml's Incremental.
PsychometricCurveFitting
Psychometric curve fitting functions
NeuralAnalysis
Behavioural and neural analysis for Temporal (and later Spatial) tasks
Kaggle-Titanic
Trying out things on Kaggle's Titanic dataset
reinforcement-learning-keras
Reinforcement learning algorithms implemented in Keras (tensorflow==2.3) and sklearn
social-distancing-sim
Simulating the effect of social distancing on disease spread through a population graph.
MATLABGraphicsFunctions
Functions to reduce common make-figure-look-nicer commands to as few keystrokes as possible (requires MATLAB 2014b or newer)
SpatialTaskV2
Code for SpatialTaskV2
stable-diffusion
Includes setup and usage instructions for Windows
TF2FactorizationMachine
Factorization machine implemented in TensorFlow 2
AIF360
A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.
beamng-envs
BeamNG simulation environments
GeometryNodesByTutorials
Repository for the book: Blender 3.3 Geometry Nodes by Tutorials
macest
Model Agnostic Confidence Estimator (MACEST) - A Python library for calibrating Machine Learning models' confidence scores
machine_learning_examples
A collection of machine learning examples and tutorials.
sklearn-model-server
A set of Dockerized microservices for training and serving sklearn models over gRPC and REST.
SmartThingsPublic
SmartThings open-source DeviceTypeHandlers and SmartApps code
vizdoomgym
OpenAI Gym wrapper for ViZDoom enviroments