compmem / ptsa
Python Time Series Analysis (PTSA, pronounced "pizza")
☆40Updated 7 years ago
Related projects ⓘ
Alternatives and complementary repositories for ptsa
- PTSA - Python Time Series Analysis☆20Updated 5 months ago
- Information Theoretic Tools for Python☆90Updated 5 years ago
- Signal Processing And Classification Environment in Python☆54Updated 6 years ago
- Initial attempt to incorporate some time-series analysis features from hctsa into python land☆27Updated 8 years ago
- Functions for calculating mutual information and other information theoretic quantities using a parametric Gaussian copula.☆81Updated 4 years ago
- Generalized linear models for neural spike train modeling, in Python! With GPU-accelerated fully-Bayesian inference, MAP inference, and n…☆44Updated 10 years ago
- A collection of IPython notebooks from a graduate-level statistics course run by Tom Wallis and Philipp Berens☆26Updated 9 years ago
- A framework for a rapid reproducible design, analysis and plotting of experiments in behavioral neuroscience and psychology.☆25Updated 8 years ago
- Efficient python code for running ridge regression with cross validation☆47Updated 4 years ago
- Bayesian mixed-effects modeling of fMRI data in Python☆39Updated 3 years ago
- Calculate phase-amplitude coupling in Python (and Matlab).☆24Updated 7 years ago
- Implementation of Phase Coupling Estimation in Python and Matlab (see http://arxiv.org/abs/0906.3844 )☆16Updated 10 years ago
- 🕝 Time-warped principal components analysis (twPCA)☆124Updated 3 years ago
- Fast software for high-dimensional cluster analysis using the masked EM algorithm for Gaussians mixtures☆31Updated 5 years ago
- autoregressive plugin☆27Updated 2 years ago
- Implementation of Hidden Markov Models in pymc3☆59Updated 7 years ago
- Interpretable neural spike train models with fully-Bayesian inference algorithms☆48Updated 6 years ago
- MultiVariate Pattern Analysis in Python☆313Updated 11 months ago
- PyMC3 codes of Lee and Wagenmakers' Bayesian Cognitive Modeling - A Pratical Course☆96Updated 7 years ago
- Structured Machine Learning in Python☆45Updated last year
- Scikit-learn estimator wrappers for pymer4 wrapped LME4 mixed effects models☆10Updated 2 years ago
- Fast Imprementation of Dynamic Time Warping For Python☆42Updated last year
- Partial Entropy Decomposition and Partial Information Decomposition with pointwise surprisal measures☆41Updated 11 months ago
- Bayesian Psychometric Curve Fitting Tool☆45Updated 6 months ago
- Estimate dynamic high-order correlations in multivariate timeseries data☆38Updated 11 months ago
- A Tour of Time Series Analysis☆23Updated 8 years ago
- Nonparametric Bayesian Inference for Sequential Data. Includes state-of-the-art MCMC inference for Beta process Hidden Markov Models (BP…☆78Updated 6 years ago
- Notebooks for NHW2017 tutorial "Programming in Python"☆33Updated 4 years ago