Pinned Repositories
AudioDAG
A lazy-DAG component approach to signal generation. Designed for psychophysics stimuli.
DriftDiffusion
Drift Diffusion class for Matlab
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.
Kaggle-EEG
Seizure prediction from EEG data using machine learning. 3rd place solution for Kaggle/Uni Melbourne seizure prediction competition.
MSIModels
Exploring multi-sensory integration and decision making in biologically inspired deep neural networks.
NeuralAnalysis
Behavioural and neural analysis for Temporal (and later Spatial) tasks
PsychometricCurveFitting
Psychometric curve fitting functions
PyBC
Bitcoin blockchain parser for Python 2 and 3. Includes handy examples.
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.
garethjns's Repositories
garethjns/DriftDiffusion
Drift Diffusion class for Matlab
garethjns/EyePickler
Offline eye tracking/analysis using PupilLabs Eyetracker for use with various psychophysics tasks
garethjns/Kaggle-DSB-2017
Code for Kaggle Data Science Bowl 2017
garethjns/Kaggle-IntegerSequenceLearning
R scripts for Kaggle's integer sequence learning
garethjns/Kaggle-Sea-Lions-Solution
NOAA Fisheries Steller Sea Lion Population Count
garethjns/NeuralBrowser
garethjns/Projects
Projects and self-study
garethjns/RaceModel
An updated implementation of Miller's Inequality (1982) based on R. Ulrich, J. Miller, H. Schröter, 2007
garethjns/TDTHelper
Helper class for extracting data from TDT tanks to .mat
garethjns/AOTone
Generate and play tones using audioplayer in MATLAB
garethjns/K8055D-USB
Support for multiple Velleman K8055D USB Boards in Matlab
garethjns/Kaggle-BNPPC
Entry in BNP Paribas Cardif competition on Kaggle
garethjns/Kaggle-RedHat
Early entry for Kaggle compeition (https://www.kaggle.com/c/predicting-red-hat-business-value) and script/notebook for basic exporation of the two datasets
garethjns/Kaggle-Santander
Santander Kaggle competition scripts
garethjns/MarkovChains
Simple Markov Chain
garethjns/MATLABAltFunctions
Some random alternative functions to MATLAB functions available only in specific toolboxes.
garethjns/PhaseUnwrap
Unwrap TM laser data
garethjns/pupil
Open source eye tracking
garethjns/SpatialCapture
Psychophysics task to measure spatial capture of auditory stimuli by visual stimuli