lacerbi / bamb2022-model-fittingLinks
Tutorials on statistical model fitting (optimization, Bayesian inference) for Day 2 of BAMB! 2022.
☆24Updated 2 years ago
Alternatives and similar repositories for bamb2022-model-fitting
Users that are interested in bamb2022-model-fitting are comparing it to the libraries listed below
Sorting:
- Code associated with the paper 'Higher-order structure of multivariate time series' (https://www.nature.com/articles/s41567-022-01852-0)☆43Updated 8 months ago
- Neural Networks in Cognitive Science☆14Updated 2 weeks ago
- A generalised Gaussian process method for learning vector fields over non-Euclidean domains. Particularly useful for EEG data analysis an…☆24Updated 7 months ago
- Conquering confounds and covariates: methods, library and guidance☆38Updated last year
- Comparative analysis of pairwise interactions in multivariate time series.☆13Updated last year
- Estimation, analysis and decomposition of brainwave spatiotemporal dynamics☆28Updated 3 years ago
- Methodological considerations for analyzing and interpreting neural oscillations.☆30Updated last year
- Highly Comparative Graph Analysis - Code for network phenotyping☆46Updated last year
- Infer activity throughout the brain from a small(ish) number of electrodes using Gaussian process regression☆35Updated 3 years ago
- missing data handing: visualize and impute☆18Updated 5 years ago
- THOI: An efficient library for higher order interactions analysis based on Gaussian copulas enhanced by batch-processing☆19Updated 2 months ago
- Matlab exercises with solutions to implement and visualise concepts from Sara Solla's talk on World Wide Neuro (Apr 29, 2020)☆20Updated 4 years ago
- A package to compute and test the significance of linear dependence between multiple autocorrelated time series.☆17Updated 3 years ago
- PyMARE: Python Meta-Analysis & Regression Engine☆54Updated last month
- A nonlinear time series analysis toolbox☆11Updated 2 years ago
- Simulate Evidence Accumulation Models in Python☆23Updated 3 years ago
- Code for a seminar talk at University of Leicester, UK☆25Updated 4 years ago
- Estimating the functional dimensionality of neural representations☆19Updated 3 years ago
- ☆18Updated last year
- Materials for UC Berkeley Neuroscience 299☆53Updated 5 years ago
- Hopefully, a compact and general-purpose Python package for Multiperturbation Shapley value Analysis (MSA).☆18Updated 11 months ago
- Newer version of the KDEEBM code☆10Updated 4 months ago
- neuro data analysis in python☆32Updated 6 years ago
- A package to study complex networks based on the temporal evolution of their Dynamic Communicability and Flow.☆11Updated 10 months ago
- ☆19Updated 8 years ago
- A MATLAB package for multivariate permutation testing and effect size measurement☆20Updated 9 months ago
- Forschungszentrum Jülich Machine Learning Library☆32Updated last month
- Gaussian process regression + automatical model selection for logitudinal -omics data☆21Updated 4 years ago
- Repository for example Hierarchical Drift Diffusion Model (HDDM) code using JAGS in Python. These scripts provide useful examples for usi…☆27Updated last year
- Multi-task regression in Python☆25Updated 4 years ago