-
Notifications
You must be signed in to change notification settings - Fork 3
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
- Loading branch information
Showing
1 changed file
with
74 additions
and
0 deletions.
There are no files selected for viewing
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,74 @@ | ||
![build workflow](https://github.com/dancixx/stochastic-rs/actions/workflows/rust.yml/badge.svg) | ||
[![Crates.io](https://img.shields.io/crates/v/stochastic-rs?style=flat-square)](https://crates.io/crates/stochastic-rs) | ||
![Crates.io](https://img.shields.io/crates/l/stochastic-rs?style=flat-square) | ||
|
||
# Stochastic-rs | ||
|
||
A Rust library for stochastic processes and models. The main goal to provide a simple and easy to use high performance library for stochastic processes and models. This library is still in development and breaking changes may occur. 🚧 | ||
|
||
Documentation is available at [stochastic-rs](https://docs.rs/stochastic-rs/). | ||
|
||
|
||
# Implementations | ||
|
||
- [Rust](https://github.com/dancixx/stochastic-rs) | ||
- [Typescript](https://github.com/dancixx/stochastic-js) | ||
|
||
# Stochastic processes | ||
- [x] Gaussian noise | ||
- [x] Correlated Gaussian noise | ||
- [x] Brownian motion | ||
- [x] Correlated Brownian motion | ||
- [x] Geometric Brownian motion | ||
- [x] Cox-Ingersoll-Ross process | ||
- [x] Ornstein-Uhlenbeck process | ||
- [x] Jacobi process | ||
|
||
# Jumps and Levy processes (unstable) | ||
- [x] Poisson process | ||
- [x] Compound Poisson process | ||
- [x] Fractional Ornstein-Uhlenbeck process with jumps | ||
- [x] Levy jump diffusion | ||
- [x] Inverse Gaussian | ||
- [x] Normal Inverse Gaussian | ||
- [x] Variance Gamma | ||
|
||
|
||
# Stochastic models | ||
- [x] Heston model | ||
- [x] Merton model | ||
- [x] Bates model | ||
- [x] Vasicek model | ||
- [x] SABR model (unstable) | ||
- [x] Duffie-Kan model (unstable) | ||
|
||
|
||
# Fractional Stochastic processes | ||
- [x] Fractional Gaussian noise | ||
- [x] Correlated Gaussian noise | ||
- [x] Fractional Brownian motion | ||
- [x] Correlated Fractional Brownian motion | ||
- [x] Fractional Geometric Brownian motion | ||
- [x] Fractional Ornstein-Uhlenbeck process | ||
- [x] Fractional Cox-Ingersoll-Ross process | ||
- [x] Fractional Jacobi process | ||
|
||
# Features | ||
- [ ] Rough Heston model | ||
- [ ] Bergomi model | ||
- [ ] Rough Bergomi model | ||
- [ ] Hull-White model | ||
- [ ] Barndorff-Nielsen & Shephard model | ||
- [ ] Alpha-stable models | ||
- [ ] CGMY model | ||
- [ ] CIR model | ||
- [ ] Multi-factor CIR model | ||
- [ ] BGM model | ||
- [ ] Wu-Zhang model | ||
- [ ] Affine model | ||
- [ ] Heath-Jarrow-Morton model & Multi-factor Heath-Jarrow-Morton model | ||
|
||
## Future work | ||
- [x] Add more tests | ||
- [x] Add more examples | ||
- [x] Full documentation |