semvec/pypi-packages huggingface dataset:
CROC 1.2.6
A package for calculating ROC curves and Concentrated ROC (CROC) curves.

================
The CROC Package
================

A package for calculating ROC curves and Concentrated ROC (CROC) curves written by `Dr. S. Joshua Swamidass <http://swami.wustl.edu>`_.

Citation
--------

  | **A CROC Stronger than ROC: Measuring, Visualizing, and Optimizing Early Retrieval**
  | S. Joshua Swamidass, Chloe-Agathe Azencott, Kenny Daily and Pierre Baldi
  | *Bioinformatics*, April 2010, `doi:10.1093/bioinformatics/btq140 <http://bioinformatics.oxfordjournals.org/cgi/content/abstract/btq140>`_

Description
-----------

This pure-python package is designed to be a standardized implementation of performance curves
and metrics for use either in python scripts or through a simple commandline interface. As a standardized implementation
its output is robust enough to be using in publishable scientific work.

With this package, one can easily:

#. Compute the coordinates of both Accumulation Curves and ROC curves.
#. Handle ties appropriately using several methods.
#. Compute the BEDROC metric.
#. Vertically add and average the performance curves of several cross-validation folds.
#. Focus on the early part of the ROC curve by using several x-axis transforms.

The docstrings in this module are fairly complete and the scripts provide simple access to
the most common functions.
image-processing-braf 0.0.1
Image Processing Package using Skimage
Requires Python: >=3.5

# Image Processing

## Description:

The package image_processing_braf is used to:

### Processing:

- Histrogram matching
- Structural similarity
- Resize image

### Utils:

- Read image
- Save image
- Plot image
- Plot result
- Plot histogram

## Installation

Use the package manager [pip](https://pip.pypa.io/en/stable/) to install image_processing_braf

```bash
pip install image_processing_braf
```
## Author
Karina Kato

## License
[MIT](https://choosealicense.com/licenses/mit/)
awasu-tools 1.2
Tools for writing Awasu extensions.

===========
Awasu Tools
===========

``awasu_tools`` is a set of classes and utilities to help write `Awasu <https://awasu.com>`_ extensions.

The main features are:

- ``Feed`` and ``FeedItem`` classes, for generating feed XML.
- ``ConfigFile``, for reading Awasu INI files.
- logging services.

A tutorial is available `here <https://awasu.com/weblog/writing-extensions/>`_.