lacerbi / bamb2022-model-fitting
Tutorials on statistical model fitting (optimization, Bayesian inference) for Day 2 of BAMB! 2022.
☆23Updated 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
- Methodological considerations for analyzing and interpreting neural oscillations.☆29Updated last year
- ☆29Updated 2 years ago
- Estimation, analysis and decomposition of brainwave spatiotemporal dynamics☆28Updated 3 years ago
- Comparative analysis of pairwise interactions in multivariate time series.☆13Updated last year
- A package to compute and test the significance of linear dependence between multiple autocorrelated time series.☆17Updated 2 years ago
- Highly Comparative Graph Analysis - Code for network phenotyping☆44Updated 7 months ago
- ☆23Updated 7 months ago
- Matlab exercises with solutions to implement and visualise concepts from Sara Solla's talk on World Wide Neuro (Apr 29, 2020)☆21Updated 3 years ago
- Pythonic implementation of the Phase Transfer Entropy method using NumPy and SciPy☆23Updated 2 months ago
- Neural Networks in Cognitive Science☆14Updated this week
- A permutation test (aka randomization test) for MATLAB.☆23Updated 10 months ago
- THOI: An efficient library for higher order interactions analysis based on Gaussian copulas enhanced by batch-processing☆11Updated last week
- Dynamic mode decomposition with dependent structure among observables (Graph DMD)☆11Updated 5 years ago
- Multi-task regression in Python☆26Updated 3 years ago
- Infer activity throughout the brain from a small(ish) number of electrodes using Gaussian process regression☆34Updated 3 years ago
- Dynamic Causal Modelling for MNE and the nipy ecosystem☆19Updated 7 years ago
- Streamlining statistical analysis by using plotting keywords in Python.☆12Updated 9 months ago
- A nonlinear time series analysis toolbox☆9Updated 2 years ago
- Copula-GP model☆17Updated last year
- An ongoing journal club for the study of big ideas in neuro☆32Updated 2 years ago
- ☆19Updated 9 months ago
- The framework for inferring Langevin dynamics from spike data☆27Updated 2 weeks ago
- deepmeg recurrent encoder☆24Updated 2 years ago
- Dynamic Causal Modeling with Python☆34Updated 5 years ago
- ☆22Updated 4 months ago
- A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆19Updated last year
- Package for the data-driven representation of non-linear dynamics over manifolds based on a statistical distribution of local phase portr…☆29Updated 2 months ago
- Simulate Evidence Accumulation Models in Python☆23Updated 3 years ago
- computes most of information functions (joint entropy, conditional, mutual information, total correlation information distance) and deep …☆37Updated 2 years ago
- Gaussian process regression + automatical model selection for logitudinal -omics data☆21Updated 3 years ago