information
| Crates.io | information |
| lib.rs | information |
| version | 0.1.1 |
| created_at | 2022-09-02 22:30:38.254589+00 |
| updated_at | 2022-10-10 16:13:19.798712+00 |
| description | Information theory functions to use with ndarray |
| homepage | |
| repository | https://github.com/noamteyssier/information |
| max_upload_size | |
| id | 657639 |
| size | 34,816 |
Noam Teyssier (noamteyssier)
documentation
https://docs.rs/information
README
information
ndarray-based information theory utilities.
About
This is a crate to calculate information theory metrics with ndarray.
Check out the docs for usage and examples.
Functions
This calculates entropy, conditional_entropy, joint_entropy,
mutual_information, and conditional_mutual_information.
Utilities
All of the above functions expect probability matrices - but this crate exposes
some utility functions to build individual and joint probability densities for
multiple variables using the prob* and hist* functions.