Momchil Tomov's repositories

Exploration-fMRI-Task

psychopy implementation of the uncertainty & exploration experiment

MTRL

playing around with universal successor feature approximators (USFAs), universal value function approximators (UVFAs), successor features and generalized policy iteration (SF&GPI)

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chunking

Hierarchical Bayesian model of state chunking

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VGDL-fMRI-Data-Analysis

code to analyze dem BOLD datas for the theory-based RL fMRI project

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muse-tracking-app

iOS (Swift) app for tracking EEG & location data using the Muse SDK

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Exploration-Data-Analysis

fMRI analysis for the uncertainty & exploration study

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autoneuro-synthetic

Synthetic data generation for the automated neuroscientist

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muse-tracking-backend

Flask-MySQL-ElasticBeanstalk backend for tracking location and Muse EEG data

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Context-Learning-Data-Analysis

Context-dependent learning: the code for data analysis

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harry-potter-fmri-convert

Converting a fMRI study to conform to our ccnl-fmri processing pipeline

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Language-fMRI

how does the brain process language?

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acme

A library of reinforcement learning components and agents

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Agency-fMRI-backup

copy of all the code from the NCF cluster

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BeliefStateForaging-Simulations

simulations for belief state foraging task inspired by Starkweather et al. (2017)

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bspmview-pimpd

Clone of the infamous https://github.com/spunt/bspmview with a few tweaks. I know, I was supposed to fork it, sorry

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celery

Celery queue

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examples

example scripts for Talon

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hierarchy-edge-unveiling

Code for performing inference over hierarchical models and for edge unveiling predictions.

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inverse-dpkf

Inverse Dirichlet Process Kalman Filter, based on Gershman et al. (2014) PLoS CB

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ISL-demo

particle smoothing

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knausj_talon

Config for talon for Mac, Windows and Linux. Very much in progress.

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KTD

Sam Gershman's Kalman-TD, adapted for automated neuroscientist

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mfit

Simple model-fitting tools

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motor-variability-and-uncertainty

Modeling Ashesh et al.

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MuseStatIos_Swift

A project to convert official example from Interaxon (for connecting Muse headband) into Swift.

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oatomobile

A research framework for autonomous driving

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reversal-learning

Bayesian / RL model of reversal learning based on SEM

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stable-baselines

A fork of OpenAI Baselines, implementations of reinforcement learning algorithms

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