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London

Gareth Jones

Expert
@garethjns

Ex-experimental neuroscientist, now Lead Data Scientist at esure.

Kaggle-EEG. Seizure prediction from EEG data using machine learning. 3rd place solution for Kaggle/Uni Melbourne seizure prediction competition.

113

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.

37

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

29

PsychometricCurveFitting. Psychometric curve fitting functions

11

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

8

DriftDiffusion. Drift Diffusion class for Matlab

8

Kaggle-Titanic. Trying out things on Kaggle's Titanic dataset

6

reinforcement-learning-keras. Reinforcement learning algorithms implemented in Keras (tensorflow==2.3) and sklearn

6

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

5

Kaggle-DSB-2017. Code for Kaggle Data Science Bowl 2017

4

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

4

Kaggle-IntegerSequenceLearning. R scripts for Kaggle's integer sequence learning

4

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

3

kaggle-football. Python

3

SpatialTaskV2. Code for SpatialTaskV2

1

Projects. Projects and self-study

1

stable-diffusion. Includes setup and usage instructions for Windows

1

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

1

TDTHelper. Helper class for extracting data from TDT tanks to .mat

1

NeuralBrowser. MATLAB

1

TF2FactorizationMachine. Factorization machine implemented in TensorFlow 2

1

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

1

Kaggle-Sea-Lions-Solution. NOAA Fisheries Steller Sea Lion Population Count

1

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

1