A custom qq-plot for two sample data comparision

Overview

QQ-Plot 2 Sample

Just a gist to include the custom code to draw a qq-plot in python when dealing with a "two sample problem". This means when u try to plot/fit a data sample against another data sample without knowing the pdf of the theoretical quantiles.

Example of the current qq-plot result: qq-plot-example

Prerequisites

venv:

python3 -m venv venv
source venv/bin/activate
pip install -r requirements.txt

Development

test (run the qq-plot test):

python setup.py pytest

build:

python setup.py bdist_wheel

install:

pip install dist/wheelfile.whl

import:

import qq_plot_2samp
from qq_plot_2samp.qq_plot import draw_qq_plot
A toolkit to generate MR sequence diagrams

mrsd: a toolkit to generate MR sequence diagrams mrsd is a Python toolkit to generate MR sequence diagrams, as shown below for the basic FLASH sequenc

Julien Lamy 3 Dec 25, 2021
Create HTML profiling reports from pandas DataFrame objects

Pandas Profiling Documentation | Slack | Stack Overflow Generates profile reports from a pandas DataFrame. The pandas df.describe() function is great

10k Jan 01, 2023
FURY - A software library for scientific visualization in Python

Free Unified Rendering in Python A software library for scientific visualization in Python. General Information • Key Features • Installation • How to

169 Dec 21, 2022
Plot and save the ground truth and predicted results of human 3.6 M and CMU mocap dataset.

Visualization-of-Human3.6M-Dataset Plot and save the ground truth and predicted results of human 3.6 M and CMU mocap dataset. human-motion-prediction

Gaurav Kumar Yadav 5 Nov 18, 2022
Implement the Perspective open source code in preparation for data visualization

Task Overview | Installation Instructions | Link to Module 2 Introduction Experience Technology at JP Morgan Chase Try out what real work is like in t

Abdulazeez Jimoh 1 Jan 23, 2022
Moscow DEG 2021 elections plots

Построение графиков на основе публичных данных о ДЭГ в Москве в 2021г. Описание Скрипты в данном репозитории позволяют собственноручно построить графи

9 Jul 15, 2022
The Timescale NFT Starter Kit is a step-by-step guide to get up and running with collecting, storing, analyzing and visualizing NFT data from OpenSea, using PostgreSQL and TimescaleDB.

Timescale NFT Starter Kit The Timescale NFT Starter Kit is a step-by-step guide to get up and running with collecting, storing, analyzing and visualiz

Timescale 102 Dec 24, 2022
In-memory Graph Database and Knowledge Graph with Natural Language Interface, compatible with Pandas

CogniPy for Pandas - In-memory Graph Database and Knowledge Graph with Natural Language Interface Whats in the box Reasoning, exploration of RDF/OWL,

Cognitum Octopus 34 Dec 13, 2022
FairLens is an open source Python library for automatically discovering bias and measuring fairness in data

FairLens FairLens is an open source Python library for automatically discovering bias and measuring fairness in data. The package can be used to quick

Synthesized 69 Dec 15, 2022
Simple Python interface for Graphviz

Simple Python interface for Graphviz

Sebastian Bank 1.3k Dec 26, 2022
Material for dataviz course at university of Bordeaux

Material for dataviz course at university of Bordeaux

Nicolas P. Rougier 50 Jul 17, 2022
A Python-based non-fungible token (NFT) generator built using Samilla and Matplotlib

PyNFT A Pythonic NF (non-fungible token) generator built using Samilla and Matplotlib Use python pynft.py [amount] The intention behind this generato

Ayush Gundawar 6 Feb 07, 2022
A programming language built on top of Python to easily allow Swahili speakers to get started with programming without ever knowing English

pyswahili A programming language built over Python to easily allow swahili speakers to get started with programming without ever knowing english pyswa

Jordan Kalebu 72 Dec 15, 2022
Python package to Create, Read, Write, Edit, and Visualize GSFLOW models

pygsflow pyGSFLOW is a python package to Create, Read, Write, Edit, and Visualize GSFLOW models API Documentation pyGSFLOW API documentation can be fo

pyGSFLOW 21 Dec 14, 2022
Python scripts to manage Chia plots and drive space, providing full reports. Also monitors the number of chia coins you have.

Chia Plot, Drive Manager & Coin Monitor (V0.5 - April 20th, 2021) Multi Server Chia Plot and Drive Management Solution Be sure to ⭐ my repo so you can

338 Nov 25, 2022
Data Visualizations for the #30DayChartChallenge

The #30DayChartChallenge This repository contains all the charts made for the #30DayChartChallenge during the month of April. This project aims to exp

Isaac Arroyo 7 Sep 20, 2022
view cool stats related to your discord account.

DiscoStats cool statistics generated using your discord data. How? DiscoStats is not a service that breaks the Discord Terms of Service or Community G

ibrahim hisham 5 Jun 02, 2022
Python script to generate a visualization of various sorting algorithms, image or video.

sorting_algo_visualizer Python script to generate a visualization of various sorting algorithms, image or video.

146 Nov 12, 2022
Process dataframe in a easily way.

Popanda Written by Shengxuan Wang at OSU. Used for processing dataframe, especially for machine learning. The name is from "Po" in the movie Kung Fu P

ShawnWang 1 Dec 24, 2021
:small_red_triangle: Ternary plotting library for python with matplotlib

python-ternary This is a plotting library for use with matplotlib to make ternary plots plots in the two dimensional simplex projected onto a two dime

Marc 611 Dec 29, 2022