tminka / fastfit
Fastfit matlab toolbox
☆27Updated 8 years ago
Alternatives and similar repositories for fastfit:
Users that are interested in fastfit are comparing it to the libraries listed below
- Fast C code for sampling Polya-gamma random variates. Builds on Jesse Windle's BayesLogit library.☆82Updated 4 years ago
- Generalized Transfer Entropy analysis for model-free network reconstruction.☆29Updated 4 years ago
- A Python package for Approximate Bayesian Computation☆36Updated 8 years ago
- General Latent Feature Modeling for Heterogeneous data☆48Updated last year
- Variational Bayes linear and logistic regression☆34Updated 5 years ago
- ☆12Updated 7 years ago
- Gaussian process regression + automatical model selection for logitudinal -omics data☆21Updated 4 years 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
- Perform tensor-on-tensor regression☆20Updated 5 years ago
- ABCpy package☆114Updated 11 months ago
- My PhD Thesis☆22Updated 8 years ago
- Randomized Dimension Reduction Library☆115Updated 4 years ago
- Dependent multinomials made easy: stick-breaking with the Pólya-gamma augmentation☆61Updated 4 years ago
- TIme series DiscoverY BENCHmark (tidybench)☆37Updated last year
- Implementation of Hidden Markov Models in pymc3☆61Updated 8 years ago
- NumPy implementation of infinite latent feature model (aka Indian Buffet Process or IBP)☆49Updated 7 years ago
- Fast, linear version of CorEx for covariance estimation, dimensionality reduction, and subspace clustering with very under-sampled, high-…☆43Updated 4 years ago
- Black box variational inference for state space models☆1Updated 8 years ago
- A non-parametric Bayesian approach to Hidden Markov Models☆87Updated last year
- GAP Safe Screening Rules for Sparse-Group Lasso.☆15Updated 6 years ago
- autoregressive plugin☆27Updated 2 years ago
- Conditional probability, conditional entropy, and mutual information estimation in Python. https://arxiv.org/abs/1907.00325☆12Updated 4 years ago
- Source code and data for the tutorial: "Getting started with particle Metropolis-Hastings for inference in nonlinear models"☆28Updated 6 years ago
- Pareto smoothed importance sampling (PSIS) and PSIS leave-one-out cross-validation for Python and Matlab/Octave☆76Updated last year
- Path algorithm for generalized lasso problems☆32Updated 2 years ago
- some tools for gaussian linear dynamical systems☆89Updated 6 years ago
- Implementation of stochastic variational inference for Bayesian hidden Markov models.☆66Updated 7 years ago
- ☆55Updated 7 years ago
- Matlab code for my paper "Copula Variational Bayes inference via information geometry", submitted to IEEE Trans. on information theory, 2…☆53Updated 6 years ago
- ☆94Updated 6 years ago