Probabilistic Model ToolkitA powerful MATLAB toolbox for basic static and dynamic probabilistic models | |
Download |
Probabilistic Model Toolkit Ranking & Summary
Advertisement
- License:
- Freeware
- Publisher Name:
- Hewlett-Packard Development Company, L.P.
- Operating Systems:
- Windows All
- File Size:
- 132 KB
Probabilistic Model Toolkit Tags
- toolkit MATLAB toolbox toolbox matlab probabilistic model Gaussian mixture hp itunes download adobe premiere pro the coroners toolkit adventnet simulation toolkit xtreme toolkit wireless toolkit pure asp source karaoke machine consumer vnc session manager www.infima.com create dvd chapters gprs pc suite
Probabilistic Model Toolkit Description
The HP Probabilistic Model Toolbox (PMT) for MATLAB contains a set of MATLAB & C functions one can use to build basic static & dynamic probabilistic models. Current PMT provides support for the following probabilistic models: · Gaussian mixtures, · Factor analyzers, · Markov chains, · Hidden Markov models, and · Linear dynamic systems. For each probabilistic model, PMT provides functions for: · Simulation (sampling from the model) · Inference (hidden state estimation) · Learning model parameters from data PMT supports multiple inference methods, both exact and approximate (e.g., winner takes all.) Model parameters are learned from data using maximum likelihood estimation (MLE). PMT also supports arbitrary distributions of training data. Give Probabilistic Model Toolkit a try to see what it's all about!
Probabilistic Model Toolkit Related Software