robince / partial-info-decomp
Partial Entropy Decomposition and Partial Information Decomposition with pointwise surprisal measures
☆45Updated last year
Alternatives and similar repositories for partial-info-decomp:
Users that are interested in partial-info-decomp are comparing it to the libraries listed below
- Functions for calculating mutual information and other information theoretic quantities using a parametric Gaussian copula.☆88Updated 4 years ago
- Topological data analysis tools for cross correlation matrices☆36Updated last year
- Train excitatory-inhibitory recurrent neural networks for cognitive tasks.☆49Updated 9 years ago
- Interpretable neural spike train models with fully-Bayesian inference algorithms☆47Updated 6 years ago
- ☆11Updated 7 years ago
- Dimensionality reduction of spikes trains☆49Updated 3 years ago
- Measures of causal emergence from multivariate time series data.☆28Updated 3 years ago
- code for Cunningham and Ghahramani (2015), Journal of Machine Learning Research☆27Updated 8 years ago
- 🕝 Time-warped principal components analysis (twPCA)☆126Updated 4 years ago
- Tikhonov regression in python☆32Updated last year
- A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆21Updated last year
- Python package for power mapping and functional connectivity using DICS☆36Updated 2 months ago
- Code for the myconnectome project☆32Updated 5 months ago
- Inverse binomial sampling for efficient log-likelihood estimation of simulator models in MATLAB☆32Updated last year
- Estimation, analysis and decomposition of brainwave spatiotemporal dynamics☆28Updated 3 years ago
- Open-Source MATLAB toolbox for transfer entropy estimation☆62Updated 7 years ago
- latent manifold tuning model / P-GPLVM☆12Updated 5 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
- Calculate phase-amplitude coupling in Python (and Matlab).☆24Updated 7 years ago
- Pythonic implementation of the Phase Transfer Entropy method using NumPy and SciPy☆24Updated 5 months ago
- A Python package for construction and analysis of ordinal partition networks from time-series data.☆17Updated last month
- The Brain Dynamics Toolbox☆36Updated 4 years ago
- Phase-amplitude coupling (PAC) toolbox☆93Updated 3 years ago
- IPython notebooks for EEG/MEG data processing using mne-python☆27Updated 9 years ago
- Implementation of Phase Coupling Estimation in Python and Matlab (see http://arxiv.org/abs/0906.3844 )☆16Updated 11 years ago
- A class for using ML algorithms for spike prediction☆60Updated 7 years ago
- Efficient python code for running ridge regression with cross validation☆48Updated 5 years ago
- Conquering confounds and covariates: methods, library and guidance☆38Updated last year
- Highly Comparative Graph Analysis - Code for network phenotyping☆45Updated 10 months ago
- Higher-order interactions toolbox☆11Updated 3 years ago