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Michael Shvartsman's Projects

aepsych icon aepsych

AEPsych is a tool for adaptive experimentation in psychophysics and perception research, built on top of gpytorch and botorch.

amnesty icon amnesty

11/15 NYC DataDive Amnesty International project

ax icon ax

Adaptive Experimentation Platform

cddm icon cddm

Code for a theory of decision making under dynamic context

coda icon coda

Output analysis and diagnostics for MCMC

cy_armadillo icon cy_armadillo

A set of cython bindings for using armadillo in cython. This is especially nice for doing GIL free linear algebra.

eyescript icon eyescript

A Python toolbox for building stimulus presentation and experimental control programs. Integrates seamlessly with EyeLink eyetrackers.

gpytorch icon gpytorch

A highly efficient and modular implementation of Gaussian Processes in PyTorch

hddm icon hddm

HDDM is a python module that implements Hierarchical Bayesian parameter estimation of Drift Diffusion Models (via PyMC).

hydra icon hydra

Hydra is a framework for elegantly configuring complex applications

hyperopt icon hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

jspsych icon jspsych

A JavaScript library for creating and running behavioral experiments in a web browser

optunity icon optunity

optimization routines for hyperparameter tuning

psiturk icon psiturk

An open platform for science on Amazon Mechanical Turk.

pyepabc icon pyepabc

A Python implementation of EP-ABC for likelihood-free, probabilistic inference.

pymanopt icon pymanopt

Python toolbox for optimization on manifolds with support for automatic differentiation

pymeg icon pymeg

Python scripts for analysing MMF data acquired using MEG.

qmk_firmware icon qmk_firmware

Open-source keyboard firmware for Atmel AVR and Arm USB families

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