Fast OLS and TLS regression using Rust backend
Project description
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
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distributions
Built Distributions
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file rustgression-0.6.0-cp311-cp311-win_amd64.whl.
File metadata
- Download URL: rustgression-0.6.0-cp311-cp311-win_amd64.whl
- Upload date:
- Size: 228.1 kB
- Tags: CPython 3.11, Windows x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.2.0 CPython/3.11.15
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
6402fec16e2388ca5f72a36c70e4400b7cdf75da4506b7c1b88f4b229593a5c3
|
|
| MD5 |
184b2e84d813b58f047b0fbddef0867d
|
|
| BLAKE2b-256 |
488b1186269673d62e07e6240005b746858e9bad9356c25a270b129f44f0f7da
|
File details
Details for the file rustgression-0.6.0-cp311-cp311-manylinux_2_35_x86_64.whl.
File metadata
- Download URL: rustgression-0.6.0-cp311-cp311-manylinux_2_35_x86_64.whl
- Upload date:
- Size: 379.8 kB
- Tags: CPython 3.11, manylinux: glibc 2.35+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.2.0 CPython/3.11.15
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
a0a02bb1ac111a8a665e988e8740578b291fc54befbe9122fd4518052f8d9bd3
|
|
| MD5 |
028a229a35f646a187001cce9f508ce1
|
|
| BLAKE2b-256 |
95b8ed2223d213a137be5c01a308479f89d3ba338ff30857458b690f5da14334
|
File details
Details for the file rustgression-0.6.0-cp311-cp311-macosx_11_0_arm64.whl.
File metadata
- Download URL: rustgression-0.6.0-cp311-cp311-macosx_11_0_arm64.whl
- Upload date:
- Size: 328.4 kB
- Tags: CPython 3.11, macOS 11.0+ ARM64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.2.0 CPython/3.11.15
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
f6c20bb9767eed53d43549240fd011017e4471d10ba37e74cd674e9003c2f92d
|
|
| MD5 |
d68b99113e18df5024a3abdd13ab20f4
|
|
| BLAKE2b-256 |
1bc6ac179265a267aa24d2610180ff7f7e16a57e7d34a598af39c1c427801750
|
