Crate compute

Source

Modulesยง

  • Provides a unified interface for working with probability distributions. Also implements commonly used (maximum entropy) distributions.
  • Various mathematical and statistical functions.
  • Algorithms for integrating functions and ODEs.
  • Provides general linear algebra methods and matrix decompositions with a focus on low-dimensional data.
  • Various optimization algorithms (eg. Adam, SGD, Levenberg-Marquardt).
  • Various statistical models for data fitting and prediction.
  • A module for computing statistics of data.
  • Models and functions for time series analysis.
  • Methods for validating models.