Two fast AUC calculation implementations for python

Overview

fastauc

Two fast AUC calculation implementations for python:

python-based is approximately 5X faster than the default sklearn.metrics.roc_auc_score()

C++/ctypes based is approximately 22X faster than the default sklearn.metrics.roc_auc_score()

speedup

NB: run cd fastauc && ./compile.sh to create a binary before you use a C++ version.

See demo.py for speed benchmark and usage examples.

Owner
Vsevolod Kompantsev
Vsevolod Kompantsev
Entropy-controlled contexts in Python

Python module ordered ordered module is the opposite to random - it maintains order in the program. import random x = 5 def increase(): global x

HyperC 36 Nov 03, 2022
Python utility for discovering interesting CFPreferences values on iDevices

Description Simple utility to search for interesting preferences in iDevices. Installation python3 -m pip install -U --user cfprefsmon Example In this

12 Aug 19, 2022
A simple and easy to use Spam Bot made in Python!

This is a simple spam bot made in python. You can use to to spam anyone with anything on any platform.

7 Sep 08, 2022
A fixture that allows runtime xfail

pytest-runtime-xfail pytest plugin, providing a runtime_xfail fixture, which is callable as runtime_xfail(), to allow runtime decisions to mark a test

Brian Okken 4 Apr 06, 2022
Runes - Simple Cookies You Can Extend (similar to Macaroons)

Runes - Simple Cookies You Can Extend (similar to Macaroons) is a paper called "Macaroons: Cookies with Context

Rusty Russell 22 Dec 11, 2022
Set of utilities for exporting/controlling your robot in Blender

Blender Robotics Utils This repository contains utilities for exporting/controlling your robot in Blender Maintainers This repository is maintained by

Robotology 33 Nov 30, 2022
Run async workflows using pytest-fixtures-style dependency injection

Run async workflows using pytest-fixtures-style dependency injection

Simon Willison 26 Jun 26, 2022
Retrying is an Apache 2.0 licensed general-purpose retrying library, written in Python, to simplify the task of adding retry behavior to just about anything.

Retrying Retrying is an Apache 2.0 licensed general-purpose retrying library, written in Python, to simplify the task of adding retry behavior to just

Ray Holder 1.9k Dec 29, 2022
Give you a better view of your Docker registry disk usage.

registry-du Give you a better view of your Docker registry disk usage. This small tool will analysis your Docker registry(vanilla or Harbor both work)

Nova Kwok 16 Jan 07, 2023
Program to extract signatures from documents.

Extracting Signatures from Bank Checks Introduction Ahmed et al. [1] suggest a connected components-based method for segmenting signatures in document

Muhammad Saif Ullah Khan 9 Jan 26, 2022
kawadi is a versatile tool that used as a form of weapon and is used to cut, shape and split wood.

kawadi kawadi (કવાડિ in Gujarati) (Axe in English) is a versatile tool that used as a form of weapon and is used to cut, shape and split wood. kawadi

Jay Vala 2 Jan 10, 2022
A hashtag from string extract python module

A hashtag from string extract python module

Fayas Noushad 3 Aug 10, 2022
A Container for the Dependency Injection in Python.

Python Dependency Injection library aiodi is a Container for the Dependency Injection in Python. Installation Use the package manager pip to install a

Denis NA 3 Nov 25, 2022
Install, run, and update apps without root and only in your home directory

Qube Apps Install, run, and update apps in the private storage of a Qube. Build and install in Qubes Get the code: git clone https://github.com/micahf

Micah Lee 26 Dec 27, 2022
A plugin to simplify creating multi-page Dash apps

Multi-Page Dash App Plugin A plugin to simplify creating multi-page Dash apps. This is a preview of functionality that will of Dash 2.1. Background Th

Plotly 19 Dec 09, 2022
Dependency Injector is a dependency injection framework for Python.

What is Dependency Injector? Dependency Injector is a dependency injection framework for Python. It helps implementing the dependency injection princi

ETS Labs 2.6k Jan 04, 2023
Trying to replicate (albeit unsuccessfully) the phenomenon of boids using Ursina in a naive manner.

Boids_Boi Trying to replicate (albeit unsuccessfully) the phenomenon of boids using Ursina in a naive manner. Please install the Ursina module before

2 Oct 19, 2021
A repository containing several general purpose Python scripts to automate daily and common tasks.

General Purpose Scripts Introduction This repository holds a curated list of Python scripts which aim to help us automate daily and common tasks. You

GDSC RCCIIT 46 Dec 25, 2022
Michael Vinyard's utilities

Install vintools To download this package from pypi: pip install vintools Install the development package To download and install the developmen

Michael Vinyard 2 May 22, 2022
Python lightweight dependency injection library

pythondi pythondi is a lightweight dependency injection library for python Support both sync and async functions Installation pip3 install pythondi Us

Hide 41 Dec 16, 2022