robince / partial-info-decompLinks
Partial Entropy Decomposition and Partial Information Decomposition with pointwise surprisal measures
☆47Updated 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
Sorting:
- Functions for calculating mutual information and other information theoretic quantities using a parametric Gaussian copula.☆94Updated 5 years ago
- code for Cunningham and Ghahramani (2015), Journal of Machine Learning Research☆28Updated 9 years ago
- Train excitatory-inhibitory recurrent neural networks for cognitive tasks.☆50Updated 9 years ago
- Efficient python code for running ridge regression with cross validation☆49Updated 5 years ago
- Topological data analysis tools for cross correlation matrices☆38Updated 2 years ago
- Dimensionality reduction of spikes trains☆49Updated 4 years ago
- Code for the myconnectome project☆33Updated 11 months ago
- Interpretable neural spike train models with fully-Bayesian inference algorithms☆48Updated 7 years ago
- latent manifold tuning model / P-GPLVM☆12Updated 6 years ago
- 🕝 Time-warped principal components analysis (twPCA)☆127Updated 4 years ago
- Tools for spike data analysis and visualization☆108Updated 2 years ago
- A quickstart guide to tensor decomposition☆72Updated 3 years ago
- Fractional ridge regression☆48Updated 3 years ago
- A class for using ML algorithms for spike prediction☆61Updated 7 years ago
- Recordings of 10k neurons during spontaneous behaviors☆54Updated last year
- ☆11Updated 7 years ago
- Python package for power mapping and functional connectivity using DICS☆37Updated this week
- The Brain Dynamics Toolbox☆36Updated 5 years ago
- Responses of 10,000 neurons to 2,800 natural images☆70Updated 6 years ago
- IPython notebooks for EEG/MEG data processing using mne-python☆29Updated 9 years ago
- Open-Source MATLAB toolbox for transfer entropy estimation☆61Updated 7 years ago
- Matlab code for SSD, SPoC, mSPoC, and cSPoC☆26Updated 9 years ago
- An fMRI dataset from rich naturalistic audio/video stimulation (movie "Raiders of the lost Ark"). Origin: http://datasets.datalad.org/?di…☆17Updated 9 years ago
- Python implementation of spike distance metrics☆75Updated last year
- Tikhonov regression in python☆32Updated last year
- Matlab code for Topographic Latent Source Analysis of brain imaging data☆15Updated 9 years ago
- Methodological considerations for analyzing and interpreting neural oscillations.☆31Updated last year
- HDDM is a python module that implements Hierarchical Bayesian parameter estimation of Drift Diffusion Models (via PyMC).☆290Updated last year
- Pytorch implementation of lfads, and hierarchical extension☆26Updated 3 years ago
- Dynamical Neuroimaging Spatiotemporal Representations (DyNeuSR)☆50Updated last year