acerbilab / bads
Bayesian Adaptive Direct Search (BADS) optimization algorithm for model fitting in MATLAB
☆254Updated 2 years ago
Alternatives and similar repositories for bads:
Users that are interested in bads are comparing it to the libraries listed below
- Variational Bayesian Monte Carlo (VBMC) algorithm for posterior and model inference in MATLAB☆223Updated 2 years ago
- Visualize optimization algorithms in MATLAB.☆153Updated 3 years ago
- An implementation of demixed Principal Component Analysis (a supervised linear dimensionality reduction technique)☆296Updated 2 years ago
- Matlab toolbox for classification and regression of multi-dimensional data☆73Updated 7 months ago
- Matlab interface to Stan, a package for Bayesian inference☆82Updated 2 years ago
- A collection of simple implementation of various inference methods☆47Updated 2 years ago
- Matlab Toolbox for Bayesian Estimation☆44Updated 9 years ago
- Dimensionality reduction of spikes trains☆49Updated 3 years ago
- Recurrent Switching Linear Dynamical Systems☆109Updated 2 years ago
- An algorithm for unsupervised discovery of sequential structure☆164Updated last year
- Functions for calculating mutual information and other information theoretic quantities using a parametric Gaussian copula.☆89Updated 4 years ago
- Matlab Circular Statistics Toolbox☆84Updated 4 years ago
- A drift-diffusion modeling (DDM) framework for Python☆93Updated last month
- Bayesian learning and inference for state space models☆609Updated 8 months ago
- Produce elegant shaded error bars in MATLAB☆177Updated 10 months ago
- PyBADS: Bayesian Adaptive Direct Search optimization algorithm for model fitting in Python☆73Updated 3 months ago
- Simple tutorial on Gaussian and Poisson GLMs for single and multi-neuron spike train data☆94Updated 2 years ago
- Matlab implementations of Gaussian processes and other machine learning tools.☆139Updated 7 years ago
- Simple model-fitting tools☆56Updated 5 years ago
- ☆95Updated 6 years ago
- Matlab interface for Latent Factor Analysis via Dynamical Systems (LFADS)☆49Updated 3 years ago
- Inverse binomial sampling for efficient log-likelihood estimation of simulator models in MATLAB☆32Updated last year
- A MATLAB toolbox for performing information theory analyses of neuroscience data☆73Updated 7 years ago
- Simple Matlab code to fit reinforcement learning models to choice data☆17Updated 5 years ago
- 🕝 Time-warped principal components analysis (twPCA)☆126Updated 4 years ago
- Black box variational inference for state space models☆1Updated 8 years ago
- Matlab implementation of the Adam stochastic gradient descent optimisation algorithm☆57Updated 8 years ago
- Plot line(s) with error bounds/confidence intervals/etc. in Matlab☆103Updated 9 months ago
- GPstuff - Gaussian process models for Bayesian analysis☆174Updated 2 years ago
- HDDM is a python module that implements Hierarchical Bayesian parameter estimation of Drift Diffusion Models (via PyMC).☆278Updated last year