Discover @garethjns Open Source projects

Gareth Jones (@garethjns)

garethjns

Stars
212
Global Rank 117,738 (Top 5 %)
Followers 47
Following 20
Registered over 10 years ago
Most used languages

Python
47.6 %

MATLAB
38.1 %

Jupyter Notebook
14.3 %
Location 🇬🇧 United Kingdom
Country Total Rank 5,351
Country Ranking

MATLAB
47

Jupyter Notebook
587

Python
2,355

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.

Jupyter Notebook

PyBC

Bitcoin blockchain parser for Python 2 and 3. Includes handy examples.

DriftDiffusion

Drift Diffusion class for Matlab

PsychometricCurveFitting

Psychometric curve fitting functions

NeuralAnalysis

Behavioural and neural analysis for Temporal (and later Spatial) tasks

reinforcement-learning-keras

Reinforcement learning algorithms implemented in Keras (tensorflow==2.3) and sklearn

Kaggle-Titanic

Trying out things on Kaggle's Titanic dataset

Jupyter Notebook

EyePickler

Offline eye tracking/analysis using PupilLabs Eyetracker for use with various psychophysics tasks

Kaggle-DSB-2017

Code for Kaggle Data Science Bowl 2017

social-distancing-sim

Simulating the effect of social distancing on disease spread through a population graph.

kaggle-football

Kaggle-IntegerSequenceLearning

R scripts for Kaggle's integer sequence learning

Jupyter Notebook

MSIModels

Exploring multi-sensory integration and decision making in biologically inspired deep neural networks.

NeuralBrowser

TF2FactorizationMachine

Factorization machine implemented in TensorFlow 2

SpatialTaskV2

Code for SpatialTaskV2

AudioDAG

A lazy-DAG component approach to signal generation. Designed for psychophysics stimuli.

MATLABGraphicsFunctions

Functions to reduce common make-figure-look-nicer commands to as few keystrokes as possible (requires MATLAB 2014b or newer)

Projects

Projects and self-study

TDTHelper

Helper class for extracting data from TDT tanks to .mat

RaceModel

An updated implementation of Miller's Inequality (1982) based on R. Ulrich, J. Miller, H. Schröter, 2007