Features List

stats++ is advanced, comprehensive statistical software for data collection and preprocessing, statistics, machine learning, optimization, and data postprocessing.

stats+++ is advanced, comprehensive statistical software for:

  • Data collection and preprocessing
  • Statistics
  • Machine learning
  • Optimization
  • Data Postprocessing

The full list of features is provided below. Note that features in italic are coded, but not fully integrated into stats++.

Data Collection and Preprocessing

  • Feature scaling
  • Principal component analysis
  • Dimension reduction


  • Descriptive statistics

Machine Learning

  • Supervised learning
    • Feedforward neural network
    • Recurrent neural network
    • Gaussian process
  • Unsupervised learning
    • Restricted Boltzmann machine
    • Deep belief network
  • Ensemble learning


  • Line-search methods
  • Bracket methods
  • Gradient-based methods
  • Evolutionary algorithm
  • Simulated annealing

Data Postprocessing

  • Regression analysis
  • Receiver operating characteristics