OCaml Math Library

A collection of OCaml Math and Statistics functions. The API is available online.

Goals

1. Perform simple and sophisticated mathematical and statistical analysis inside of (mostly) OCaml.
2. Have a descriptive, simple, and typed approach to those algorithms.
   • descriptive: what a function does should be easy to understand from the type and name.
   • simple: don't worry about the corner cases of the algorithms, until you have to.
   • typed: obviously.
3. Well tested. There are a subtle dependency between float capabilities and these algorithms. The test suite aims to provide bounds as well as a benchmark for comparing algorithms.
4. Informative examples.

Building

• make will compile source.
• make test for tests. - We use Kaputt as the testing framework. Tests are found in *.mlt files and are joined with their respective source files only when we build a test target. - make TEST={ModuleName} test will run the test in ModuleName, ex make TEST=Descriptive test
• make covered_test for Bisect_ppx instrumented test coverage.

Dependencies

make setup will opam install these:

• Lacaml for BLAS/LAPACK bindings.
• LBFGS for bindings to LBFGS optimization routines.
• Kaputt for testing.
• Bisect_ppx for code coverage.
  • See Bisect for initial implementation
  • and Ocveralls for pushing to Coveralls.
• ocephes for special functions.

Contributing

Anything within the problem domain is welcome.

Questions, Bugs, Issues

The best place to discuss Oml is within Github's issues (even for questions).

Guideline

"Favor readers over writers" and Favor users over readers.