5 releases
0.2.1 | Feb 21, 2022 |
---|---|
0.2.0 | Feb 20, 2022 |
0.1.3 | Feb 20, 2022 |
#576 in Science
36KB
868 lines
About
Ask Bayes is a simple command line tool for performing Bayesian inference. You can save your updates locally to preserve the latest priors for your hypotheses.
Installation
From Cargo
cargo install ask-bayes
Usage
Ask Bayes can be invoked like so:
ask-bayes -n Hypothesis-name -p 0.75 -l 0.75
which will output:
+-----------------------+-----------------------+--------------------+
| Name | Probability | Value |
+-----------------------+-----------------------+--------------------+
| Prior | P(Hypothesis-name) | 0.75 |
| Likelihood | P(E|Hypothesis-name) | 0.75 |
| Likelihood Null | P(E|¬Hypothesis-name) | 0.5 |
| Marginal Likelihood | P(E) | 0.6875 |
| Posterior Probability | P(Hypothesis-name|E) | 0.8181818181818182 |
+-----------------------+-----------------------+--------------------+
see ask-bayes --help
for more information.
License
This project is licensed under either of
- Apache License, Version 2.0, (LICENSE-APACHE or http://www.apache.org/licenses/LICENSE-2.0)
- MIT license (LICENSE-MIT or http://opensource.org/licenses/MIT)
at your option.
Contribution
Unless you explicitly state otherwise, any contribution intentionally submitted for inclusion in the work by you, as defined in the Apache-2.0 license, shall be dual licensed as above, without any additional terms or conditions.
Dependencies
~8–17MB
~208K SLoC