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https://github.com/convexbrain/Totsu
First-order conic solver for convex optimization problems
https://github.com/convexbrain/Totsu
conic convex optimization rust solver
Last synced: 1 day ago
JSON representation
First-order conic solver for convex optimization problems
- Host: GitHub
- URL: https://github.com/convexbrain/Totsu
- Owner: convexbrain
- License: unlicense
- Created: 2016-01-03T18:02:31.000Z (almost 9 years ago)
- Default Branch: master
- Last Pushed: 2023-05-05T06:34:15.000Z (over 1 year ago)
- Last Synced: 2024-05-22T20:31:56.108Z (6 months ago)
- Topics: conic, convex, optimization, rust, solver
- Language: Rust
- Homepage: https://crates.io/crates/totsu/
- Size: 5.21 MB
- Stars: 47
- Watchers: 3
- Forks: 4
- Open Issues: 2
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Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
- awesome-rust-formalized-reasoning - Totsu - first-order conic solver for convex optimization problems . (Projects / Provers and Solvers)
README
# Totsu
Totsu (凸 in Japanese) means convex.
## solver_rust_conic/
The crates for Rust of
* `totsu_core`: A first-order conic linear program solver for convex optimization.
* `totsu`: Convex optimization problems LP/QP/QCQP/SOCP/SDP that can be solved by `totsu_core`.
* `totsu_f64lapack`: BLAS/LAPACK linear algebra operations for `totsu`/`totsu_core`.
* `totsu_f32cuda`: CUDA linear algebra operations for `totsu`/`totsu_core`.Book(ja): https://convexbrain.github.io/Totsu/book/
## examples/
How to use Totsu to solve various optimization problems.
---
## [obsolete] solver/
This C++ package provides a basic **primal-dual interior-point method** solver: `PrimalDualIPM`.
solver/doxygen/ documentation: http://convexbrain.github.io/Totsu/PrimalDualIPM/html/
## [obsolete] solver_rust/
This crate for Rust provides a basic **primal-dual interior-point method** solver: `PDIPM`.
Crate: https://crates.io/crates/totsu/0.5.0/
Documentation: https://docs.rs/totsu/0.5.0/