rusty_pandas
| Crates.io | rusty_pandas |
| lib.rs | rusty_pandas |
| version | 0.0.2 |
| source | src |
| created_at | 2019-08-31 14:34:33.844141 |
| updated_at | 2019-09-02 22:54:19.306903 |
| description | General Mathematics Library for Rust |
| homepage | https://github.com/jordanosborn/rustypandas |
| repository | https://github.com/jordanosborn/rustypandas |
| max_upload_size | |
| id | 161156 |
| size | 674,478 |
Jordan Osborn (jordanosborn)
documentation
https://docs.rs/crate/rustypandas
README
Rusty Pandas - A general purpose mathematics library for Rust
MIT License - 2019 Jordan Osborn
This package is not focused on performance however performance will not be sacrificed if possible. It is designed to be a self contained package, with a consistent and easy to use API. It should mainly find use during stages of exploratory mathematics. It amalgamates several popular rust libraries in to a consistent api.
Very early stage of development
Add following to cargo.toml
rusty_pandas = "0.0.1"
Requires GNU SL and GNU MP.
In-Progress
- Data-Frames and series implementing the pandas api (as close as possible)
Future
Will eventually contain most common mathematical utilities:
- Fourier Transforms
- Linear Algebra
- Tensors
- Optimisation
- Curve fitting
- Root finding
- Symbolic mathematics
- Big integers and floats
- Complex numbers
- Fixed Point mathematics
- Integration - Calculus
- ODE Solvers
- Graphing
- Statistical methods
- Machine learning, deep learning
- Geometry
- Data scraping
- Financial mathematics
- Sets
- Groups
- Graphs
- Probability
- Symbolic mathematics
- GPU support
- Maths frontend
- etc.
- Full documentation
- Benchmarking and test suite