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