Welcome to ProSper’s documentation!

Contents:

• Introduction
  • Software dependencies
  • Installation
  • Running examples
    • Results/Output
  • Running on a parallel architecture
  • References
• Expectation Maximization infrastructure
  • Expectation Maximization Algorithm
  • Component Analysis Models
    • Binary Sparse Coding
    • Ternary Sparse Coding
    • Discrete Sparse Coding
    • Spike-and-Slab Sparse Coding
    • Maximum Component Analysis
    • Maximum Magnitude Component Analysis
  • Mixture Models
    • Mixture of Gaussians
    • Mixture of Gaussians
  • Annealing
    • Annealing Class
    • Linear Annealing
• ProSper Tutorial

Indices and tables

• Index

• Module Index

• Search Page