acerbilab / badsLinks
Bayesian Adaptive Direct Search (BADS) optimization algorithm for model fitting in MATLAB
☆255Updated 2 years ago
Alternatives and similar repositories for bads
Users that are interested in bads are comparing it to the libraries listed below
Sorting:
- Variational Bayesian Monte Carlo (VBMC) algorithm for posterior and model inference in MATLAB☆226Updated 2 years ago
- Produce elegant shaded error bars in MATLAB☆178Updated last year
- Visualize optimization algorithms in MATLAB.☆153Updated 3 years ago
- A quickstart guide to tensor decomposition☆72Updated 3 years ago
- Dimensionality reduction of spikes trains☆48Updated 3 years ago
- Matlab interface to Stan, a package for Bayesian inference☆83Updated 2 years ago
- Matlab implementation of the Adam stochastic gradient descent optimisation algorithm☆58Updated 8 years ago
- An implementation of demixed Principal Component Analysis (a supervised linear dimensionality reduction technique)☆303Updated 3 years ago
- Gaussian Process Factor Analysis☆30Updated 9 years ago
- Plot line(s) with error bounds/confidence intervals/etc. in Matlab☆103Updated last year
- Variational Bayes linear and logistic regression☆34Updated 6 years ago
- Recurrent Switching Linear Dynamical Systems☆111Updated 2 years ago
- A very simple and barebones tensor decomposition library for CP decomposition a.k.a. PARAFAC a.k.a. TCA☆173Updated last year
- GPstuff - Gaussian process models for Bayesian analysis☆175Updated 2 years ago
- Gaussian process factor analysis with Poisson observations☆18Updated 3 years ago
- ☆96Updated 7 years ago
- CorBinian: A toolbox for modelling and simulating high-dimensional binary and count-data with correlations☆19Updated 4 years ago
- lightspeed matlab toolbox☆134Updated 4 years ago
- Matlab implementations of Gaussian processes and other machine learning tools.☆140Updated 8 years ago
- Functions for calculating mutual information and other information theoretic quantities using a parametric Gaussian copula.☆90Updated 5 years ago
- The Information Dynamics Toolkit xl (IDTxl) is a comprehensive software package for efficient inference of networks and their node dynami…☆272Updated 3 months ago
- JIDT: Java Information Dynamics Toolkit for studying information-theoretic measures of computation in complex systems☆273Updated 3 months ago
- Nonparametric Bayesian Inference for Sequential Data. Includes state-of-the-art MCMC inference for Beta process Hidden Markov Models (BP…☆78Updated 7 years ago
- Train excitatory-inhibitory recurrent neural networks for cognitive tasks.☆50Updated 9 years ago
- An algorithm for unsupervised discovery of sequential structure☆166Updated last year
- ☆24Updated 8 months ago
- A drift-diffusion modeling (DDM) framework for Python☆98Updated 2 weeks ago
- Bayesian learning and inference for state space models☆641Updated 2 months ago
- Open-Source MATLAB toolbox for transfer entropy estimation☆61Updated 7 years ago
- Recurrent state-space models for decision making☆30Updated 2 years ago