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
Export watched content from Tautulli to the Letterboxd CSV Import Format

Export watched content from Tautulli to the Letterboxd CSV Import Format

Evan J 5 Aug 31, 2022
async parser for JET

This project is mainly aims to provide an async parsing option for NTDS.dit database file for obtaining user secrets.

15 Mar 08, 2022
A simple toolchain for moving Remarkable highlights to Readwise

A simple toolchain for moving Remarkable highlights to Readwise

zach wick 20 Dec 20, 2022
[P]ython [w]rited [B]inary [C]onverter

pwbinaryc [P]ython [w]rited [Binary] [C]onverter You have rights to: Modify the code and use it private (friends are allowed too) Make a page and redi

0 Jun 21, 2022
Implicit hierarchical a posteriori error estimates in FEniCSx

FEniCSx Error Estimation (FEniCSx-EE) Description FEniCSx-EE is an open source library showing how various error estimation strategies can be implemen

Jack S. Hale 1 Dec 08, 2021
'ToolBurnt' A Set Of Tools In One Place =}

'ToolBurnt' A Set Of Tools In One Place =}

MasterBurnt 5 Sep 10, 2022
This is a python table of data implementation with styles, colors

Table This is a python table of data implementation with styles, colors Example Table adapts to the lack of data Lambda color features Full power of l

Урядов Алексей 5 Nov 09, 2021
Python humanize functions

humanize This modest package contains various common humanization utilities, like turning a number into a fuzzy human-readable duration ("3 minutes ag

Jason Moiron 1.6k Jan 01, 2023
password generator

Password generator technologies used What is? It is Password generator How to Download? Download on releases Clone repo git clone https://github.com/m

1 Dec 16, 2021
A library from RCTI+ to handle RabbitMQ tasks (connect, send, receive, etc) in Python.

Introduction A library from RCTI+ to handle RabbitMQ tasks (connect, send, receive, etc) in Python. Requirements Python =3.7.3 Pika ==1.2.0 Aio-pika

Dali Kewara 1 Feb 05, 2022
✨ Un DNS Resolver totalement fait en Python par moi, et en français

DNS Resolver ❗ Un DNS Resolver totalement fait en Python par moi, et en français. 🔮 Grâce a une adresse (url) vous pourrez avoir l'ip ainsi que le DN

MrGabin 3 Jun 06, 2021
Stubmaker is an easy-to-use tool for generating python stubs.

Stubmaker is an easy-to-use tool for generating python stubs. Requirements Stubmaker is to be run under Python 3.7.4+ No side effects during

Toloka 24 Aug 28, 2022
A collection of utility functions to prototype geometry processing research in python

gpytoolbox This repo is a work in progress and contains general utility functions I have needed to code while trying to work on geometry process resea

Silvia Sellán 73 Jan 06, 2023
Airspy-Utils is a small software collection to help with firmware related operations on Airspy HF+ devices.

Airspy-Utils Airspy-Utils is a small software collection to help with firmware related operations on Airspy HF+ devices on Linux (and other free syste

Dhiru Kholia 11 Oct 04, 2022
These scripts look for non-printable unicode characters in all text files in a source tree

find-unicode-control These scripts look for non-printable unicode characters in all text files in a source tree. find_unicode_control.py should work w

Siddhesh Poyarekar 25 Aug 30, 2022
Tool to produce system call tables from Linux source code.

Syscalls Tool to generate system call tables from the linux source tree. Example The following will produce a markdown (.md) file containing the table

7 Jul 30, 2022
A Python package implementing various colour checker detection algorithms and related utilities.

A Python package implementing various colour checker detection algorithms and related utilities.

colour-science 147 Dec 29, 2022
A Python package for floating-point binary fractions. Do math in base 2!

An implementation of a floating-point binary fractions class and module in Python. Work with binary fractions and binary floats with ease!

10 Oct 29, 2022
A library to easily convert climbing route grades between different grading systems.

pyclimb A library to easily convert climbing route grades between different grading systems. In rock climbing, mountaineering, and other climbing disc

Ilias Antonopoulos 4 Jan 26, 2022
Hide new MacBook Pro notch with black wallpaper.

Hide new MacBook Pro notch with black wallpaper.

Wang Chao 1 Oct 27, 2021