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analyzing_neural_time_series

python implementations of Analyzing Neural Time Series Textbook

bayesian-prevalence

Bayesian inference of population prevalence

causalgraphicalmodels

Causal Graphical Models in Python

compsy

Computational Methods in Psychology and Neuroscience

data-version-control

educational-resources

Educational resources

eegfmripy

python code for denoising eeg data from eeg-fmri experiments, and fusing with FMRI

gitasktic

Learning how to use git.

gitdags

A package for drawing educational Git history graphs

glmsingle

A toolbox for accurate single-trial estimates in fMRI time-series data

hypothesize

Robust statistics in Python

mne-bids

MNE-BIDS is a Python package that allows you to read and write BIDS-compatible datasets with the help of MNE-Python.

mne-python

MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python

palm

PALM: Permutation Analysis of Linear Models

ptsa

Python Time Series Analysis (PTSA, pronounced "pizza")

pymc-data-umbrella

Website and materials for the upcoming PyMC sprint

pymer4

All the convenience of lme4 in python

resources

PyMC3 educational resources

rethinking-numpyro

Statistical Rethinking (2nd ed.) with NumPyro

rethinking-tensorflow-probability

Statistical Rethinking (2nd Ed) with Tensorflow Probability

rogme

Robust Graphical Methods For Group Comparisons

stat_rethinking_2022

Statistical Rethinking course winter 2022

statrethink-course-numpyro-2019

Statistical Rethinking: A Bayesian Course Using Python and NumPyro