semvec/pypi-packages huggingface dataset:
robust-extraction2 0.2.0
Robust Extraction, rewrited
Requires Python: >=3.10

# Robust Extraction2

> Robust Extraction, rewrited

## Changes w.r.t. Version 1

### Cluster Intersections
- Original: mean intersection of the cartesian product of lines in both clusters
- New: intersection of a fitted line by cluster (regressed on all endpoints)

### ST-Invariant Matching Penalization

Given the number of matched points $N$ and number of minimum points $n_{min}$, the penalization is defined as $1/(N-n_{min}+1)^e$, where $e$ is the "penalization exponent" parameter:

| Original | New |
|----------|-----|
|   $e=0.5$    | $e=5$   |
| ![Original](media/pen0.5.png) | ![New](media/pen5.png) |

Put simply, we basically force matching as many points as possible that don't incur a huge cost.
biochain 0.0.3
Awesome biochain created by bioinfox

# biochain

[![codecov](https://codecov.io/gh/bioinfox/biochain/branch/main/graph/badge.svg?token=biochain_token_here)](https://codecov.io/gh/bioinfox/biochain)
[![CI](https://github.com/bioinfox/biochain/actions/workflows/main.yml/badge.svg)](https://github.com/bioinfox/biochain/actions/workflows/main.yml)

Awesome biochain created by bioinfox

## Install it from PyPI

```bash
pip install biochain
```

## Usage

```py
from biochain import BaseClass
from biochain import base_function

BaseClass().base_method()
base_function()
```

```bash
$ python -m biochain
#or
$ biochain
```

## Development

Read the [CONTRIBUTING.md](CONTRIBUTING.md) file.