Repositories list

• hBayesDM

  Public
  Hierarchical Bayesian modeling of RLDM tasks, using R & Python

  reinforcement-learningmodelingdecision-making+ 3computationalbayesianhierarchical-bayesian-analysis

  TeX

  •

  GNU General Public License v3.0

  •113•224•23•2•Updated Jul 31, 2024Jul 31, 2024

• project_addiction_classification_with_EEG_and_NFs

  Public
  Python

  •0•0•0•0•Updated Jan 13, 2024Jan 13, 2024

• project_highway_irl_public

  Public
  Jupyter Notebook

  •2•2•0•0•Updated Dec 27, 2023Dec 27, 2023

• project_WMDM_public

  Public
  MATLAB

  •0•0•0•0•Updated Aug 8, 2023Aug 8, 2023

• easyml

  Public
  A toolkit for easily building and evaluating machine learning models.

  data-sciencemachine-learningstatistics

  Jupyter Notebook

  •

  Other

  •17•40•2•7•Updated Jun 2, 2023Jun 2, 2023

• project_tDCS_public

  Public
  Stan

  •0•0•0•0•Updated Jul 3, 2022Jul 3, 2022

• project_model_based_fmri

  Public
  Jupyter Notebook

  •2•3•6•1•Updated Sep 9, 2021Sep 9, 2021

• cocaine-dependence

  Public
  Code and data for reproducing key results in the paper "Utility of Machine-Learning Approaches to Identify Behavioral Markers for Substance Use Disorders: Impulsivity Dimensions as Predictors of Current Cocaine Dependence".

  R

  •

  Other

  •6•4•0•0•Updated Aug 31, 2021Aug 31, 2021

• project_car_racing

  Public
  Reinforcement Learning for Gym CarRacing-v0 with PyTorch

  Python

  •

  MIT License

  •36•2•0•0•Updated May 24, 2021May 24, 2021

• DS8R_python

  Public
  An unofficial Python package for Digitimer DS8R current stimulator.

  pythonpackagedigitimer

  Python

  •

  GNU General Public License v3.0

  •1•10•3•1•Updated Jan 12, 2021Jan 12, 2021

• Haines_CVML_2018

  Public
  Data and codes used for primary analyses in Haines et al. (2019, PLOS ONE) Using computer-vision and machine learning to automate facial coding of positive and negative affect intensity

  R

  •2•5•1•0•Updated Nov 5, 2020Nov 5, 2020

• digital-phenotypes-mHealth_2020

  Public
  R

  •1•0•0•0•Updated Sep 18, 2020Sep 18, 2020

• Haines_2020_CPS

  Public
  Data, R, and Stan code to reproduce analyses and figures from Haines et al. (2020) in Clinical Psychological Science

  R

  •1•4•0•0•Updated Apr 20, 2020Apr 20, 2020

• hBayesDM-models

  Public
  hbayesdm

  Stan

  •

  GNU General Public License v3.0

  •3•0•0•0•Updated Apr 17, 2019Apr 17, 2019

• IGT

  Public
  R codes used in Haines, Vassileva, & Ahn (2018; Cognitive Science) for developing a new Iowa Gambling Task model

  1•4•0•0•Updated Mar 27, 2019Mar 27, 2019

• dans2019-ccslab

  Public
  DANS (Data Analysis in Neuroscience at SNU) 2019 by CCS Lab

  MATLAB

  •4•2•1•0•Updated Feb 19, 2019Feb 19, 2019

• workshop_2018winter_deepLearning

  Public
  Resources for the Deep Learning study (2018 Winter) with DeepLearningZeroToAll.

  jupyter-notebooksdeeplearning-notebooks

  HTML

  •

  MIT License

  •6•0•0•0•Updated Jan 15, 2019Jan 15, 2019

• APS2017-workshop

  Public
  "Computational Modeling of Decision-Making Tasks With a Single Line of Coding: Modeling Can Be as Easy as Doing a T-Test"

  aps2017hbayesdmworkshop

  R

  •

  GNU General Public License v3.0

  •4•3•0•0•Updated Jun 4, 2017Jun 4, 2017