robince / partial-info-decompLinks
Partial Entropy Decomposition and Partial Information Decomposition with pointwise surprisal measures
☆47Updated 2 years ago
Alternatives and similar repositories for partial-info-decomp
Users that are interested in partial-info-decomp are comparing it to the libraries listed below
Sorting:
- code for Cunningham and Ghahramani (2015), Journal of Machine Learning Research☆28Updated 9 years ago
- Functions for calculating mutual information and other information theoretic quantities using a parametric Gaussian copula.☆99Updated 5 years ago
- Tikhonov regression in python☆32Updated 2 years ago
- Train excitatory-inhibitory recurrent neural networks for cognitive tasks.☆54Updated 9 years ago
- Fractional ridge regression☆49Updated 3 years ago
- Interpretable neural spike train models with fully-Bayesian inference algorithms☆48Updated 7 years ago
- ☆11Updated 8 years ago
- Efficient python code for running ridge regression with cross validation☆49Updated last month
- A quickstart guide to tensor decomposition☆72Updated 3 years ago
- latent manifold tuning model / P-GPLVM☆13Updated 6 years ago
- Matlab and Python scripts for calculating functional coupling between time series data☆19Updated 6 years ago
- Dimensionality reduction of spikes trains☆49Updated 4 years ago
- Dynamical Neuroimaging Spatiotemporal Representations (DyNeuSR)☆51Updated 2 weeks ago
- A class for using ML algorithms for spike prediction☆61Updated 7 years ago
- Topological data analysis tools for cross correlation matrices☆38Updated 2 years ago
- Open-Source MATLAB toolbox for transfer entropy estimation☆62Updated 8 years ago
- Code for the myconnectome project☆34Updated last year
- Matlab code for SSD, SPoC, mSPoC, and cSPoC☆26Updated 9 years ago
- List of ressources and practicals used for the fMRI data analysis course of UoB (UK) (2014-2017)☆46Updated 2 years ago
- 🕝 Time-warped principal components analysis (twPCA)☆127Updated 4 years ago
- A very simple and barebones tensor decomposition library for CP decomposition a.k.a. PARAFAC a.k.a. TCA☆176Updated last year
- Repository for Sanchez-Romero, R., & Cole, M. W. (2021). "Combining multiple functional connectivity methods to improve causal inferences…☆22Updated 10 months ago
- A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆22Updated 2 years ago
- The Brain Dynamics Toolbox☆36Updated 5 years ago
- Matlab code for Topographic Latent Source Analysis of brain imaging data☆15Updated 9 years ago
- IPython notebooks for EEG/MEG data processing using mne-python☆29Updated 9 years ago
- Martin Lindquist's dynamic correlation toolboxes. Designed for fMRI analysis, useful for other applications too.☆39Updated 5 years ago
- Statistics for high-dimensional data (homogeneity, sphericity, independence, spherical uniformity)☆19Updated last year
- Pytorch implementation of lfads, and hierarchical extension☆26Updated 4 years ago
- Python package for power mapping and functional connectivity using DICS☆38Updated last week