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# rust-numerical-solvers
A collection of numerical solvers in Rust. This library exists mainly as a coding exercise, but is useful nonetheless.
## Contents of the library
Several types of solvers and optimizers exist in this library:
- Solvers
- Univariate
- Gradient-based methods
- Non gradient-based methods
- Multivariate
- Gradient-based methods
- Optimizers
- Univariate
- Gradient-based methods
- Non gradient-based methods
- Multivariate
- Gradient-based methods
- Non gradient-based methods
Some methods that require derivative/gradient information have a fully-numerical version, where derivatives are evaluated using finite-differences. Prefer providing analytical gradients to the methods.