rustgression
This project provides fast regression analysis (OLS, TLS) as a Python package.
- Homepage: https://github.com/connect0459/rustgression
- Bug Tracker: https://github.com/connect0459/rustgression/issues
Overview
rustgression provides high-performance regression analysis tools implemented in Rust as a Python package.
It includes the following features.
- Ordinary Least Squares (OLS): Minimizes the sum of squared vertical residuals (errors in y only). Assumes x is measured without error.
- Total Least Squares (TLS): Minimizes the sum of squared orthogonal (perpendicular) distances from data points to the fitted line. Accounts for measurement errors in both x and y.
This package targets Python version 3.11 and above.
Installation
Using pip:
pip install rustgression
Using uv:
uv add rustgression
Documentation
Contributing
See CONTRIBUTING.md.
License
1 maintainer
Metadata
1 maintainer
Release files for rustgression 0.7.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Built distributions (wheels)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| rustgression-0.7.0-cp311-cp311-win_amd64.whl | CPython 3.11 | CPython 3.11 | Windows x86-64 | Details for rustgression-0.7.0-cp311-cp311-win_amd64.whl |
| rustgression-0.7.0-cp311-cp311-manylinux_2_35_x86_64.whl | CPython 3.11 | CPython 3.11 | Linux glibc 2.35+ x86-64 | Details for rustgression-0.7.0-cp311-cp311-manylinux_2_35_x86_64.whl |
| rustgression-0.7.0-cp311-cp311-macosx_11_0_arm64.whl | CPython 3.11 | CPython 3.11 | macOS 11.0+ ARM64 | Details for rustgression-0.7.0-cp311-cp311-macosx_11_0_arm64.whl |
Total release size: 938.0 kB
Release files / rustgression-0.7.0-cp311-cp311-win_amd64.whl
| Download URL | rustgression-0.7.0-cp311-cp311-win_amd64.whl |
|---|---|
| Size | 228.5 kB |
| Tags | CPython 3.11 Windows x86-64 |
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No |
| Uploaded via |
twine/7.0.0 CPython/3.11.16
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Release files / rustgression-0.7.0-cp311-cp311-manylinux_2_35_x86_64.whl
| Download URL | rustgression-0.7.0-cp311-cp311-manylinux_2_35_x86_64.whl |
|---|---|
| Size | 380.6 kB |
| Tags | CPython 3.11 Linux glibc 2.35+ x86-64 |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.11.16
|
Release files / rustgression-0.7.0-cp311-cp311-macosx_11_0_arm64.whl
| Download URL | rustgression-0.7.0-cp311-cp311-macosx_11_0_arm64.whl |
|---|---|
| Size | 328.9 kB |
| Tags | CPython 3.11 macOS 11.0+ ARM64 |
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SHA-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.11.16
|
Security for rustgression 0.7.0
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