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Erik's Projects

gitignore icon gitignore

A collection of useful .gitignore templates

gridsearch icon gridsearch

Wu, C. M., Schulz, E., Speekenbrink, M., Nelson, J. D., & Meder, B. (2018). Generalization guides human exploration in vast decision spaces. Nature Human Behaviour. 2, 915โ€“924. https://doi.org/10.1038/s41562-018-0467-4

gym-maze icon gym-maze

A basic 2D maze environment where an agent start from the top left corner and try to find its way to the bottom left corner.

irm-games icon irm-games

repository for invariant risk minimization games

kdf icon kdf

A purposefully simplistic way to share scientific data between programming languages.

kdf-py icon kdf-py

A python implementation of the KDF standard

kidbandit-child icon kidbandit-child

Experiment code for "The Exploration Advantage" project, examining childhood exploration (https://osf.io/4rzsa/).

lets_get_recht icon lets_get_recht

Guest lecture for CMU - neural and cognitive models of adaptive decisions (CMU 85435)

modelmodel icon modelmodel

Analyze and simulate (model-based) fMRI in python

neurosrc icon neurosrc

Scott's miscellaneous neuroscience-related code

noboard icon noboard

A familiar system for logging data, based loosely on tensorboard.

objectify icon objectify

Simulating reverse inference in noisy object images (defunct project).

pacpy icon pacpy

Calculate phase-amplitude coupling in Python (and Matlab).

parkid icon parkid

Simulate parents, kids, and many dependent agents.

pybv icon pybv

A set of functions for interfacing BrainVoyager/NIFTI files with PyML and (eventually) PyMVPA.

pyentropy icon pyentropy

Automatically exported from code.google.com/p/pyentropy

pyswarm icon pyswarm

Particle swarm optimization (PSO) that supports constraints

pytorch-vae icon pytorch-vae

A Collection of Variational Autoencoders (VAE) in PyTorch.

ray icon ray

An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

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