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52 followers · 20 following
  • Monolith AI
  • London

Achievements

Achievement: QuickdrawAchievement: Pull Sharkx2Achievement: Arctic Code Vault ContributorAchievement: Starstruck

Achievements

Achievement: QuickdrawAchievement: Pull Sharkx2Achievement: Arctic Code Vault ContributorAchievement: Starstruck

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garethjns/README.md

Projects

Project Descrption Images
beamng-envs Experimental car simulation enviroments (track testing, crash tesing, etc.) using Beamng.drive/tech and BeamNGpy exampleexample
Social distancing simulator Simulating disease spread in a graph-based model that allows agent interaction. Hugging face demo app: https://huggingface.co/spaces/garethjns/social-distancing-sim example
Matchmaking Implementation and experimental evaluation of player skill rating and game matchmaking methods for multiplayer team games
Reinforcement learning using Keras Building various reinforcement learning approaches from scratch in Keras and Tensorflow 2.3. example
Epileptic Seizure prediction Predicting epileptic seizures in humans using machine learning and EEG data. Publications: Brain, Epilepsia, Kaggle blog, Mathworks blog example

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  1. AudioDAG AudioDAG Public

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

    Python 1 1

  2. IncrementalTrees IncrementalTrees Public

    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 35 3

  3. MSIModels MSIModels Public

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

    Python 3 2

  4. PsychometricCurveFitting PsychometricCurveFitting Public

    Psychometric curve fitting functions

    Python 11 5

  5. DriftDiffusion DriftDiffusion Public

    Drift Diffusion class for Matlab

    MATLAB 8 7

  6. Kaggle-EEG Kaggle-EEG Public

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

    MATLAB 104 28