A python package which can be pip installed to perform statistics and visualize binomial and gaussian distributions of the dataset

Related tags

Data AnalysisGBiStat
Overview

made-with-python

GBiStat package

A python package to assist programmers with data analysis.

This package could be used to plot :

  • Binomial Distribution of the dataset
  • probability density function of the binomial distribution
  • Gaussian Distribution of the dataset
  • normalized histogram of the data and probability density function of the gaussian distribution along the same range

Various mathematical operations can also be done:

Gaussian Distribution:

  • mean
  • standard deviation
  • probability density function
  • add 2 gaussian distributions
  • characteristics of gaussian instance

Binomial Distribution:

  • mean
  • standard deviation
  • calculate p and n of the dataset
  • probability density function
  • add 2 binomial distributions with equal p
  • characteristics of binomial instance

Files

init.py

used to call the Gaussian and Binomial functions directly.

BinomialDistribution.py

Used to read the file containing the data and perform all the statistical operations related to the binomial distribution:

  • mean
  • standard deviation
  • calculate p and n of the dataset
  • probability density function
  • add 2 binomial distributions with equal p
  • characteristics of binomial instance
  • plot histogram of the instance variable data
  • plot probability density function

Gaussian Distribution.py

Used to read the file containing the data and perform all the statistical operations related to the gaussian distribution:

  • standard deviation
  • probability density function
  • add 2 gaussian distributions
  • characteristics of gaussian instance
  • plot histogram of instance variable data
  • plot probability density function
  • plot the normalized histogram of the data and a plot of the probability density function along the same range

license.txt

Contains the MIT License .

setup.cfg

a configuration file for the users to edit to override the original setup file if necessary.

Installation

pip install GBiStat

You can check the package by clicking here

Author

  • Rishikesh Sivakumar

ForTheBadge built-with-love by Rishikesh Sivakumar

Owner
Rishikesh S
Currently pursuing Computer Science Engineering. Working towards the upliftment of the machine learning community. Aspiring ML and DL engineer.
Rishikesh S
Codes for the collection and predictive processing of bitcoin from the API of coinmarketcap

Codes for the collection and predictive processing of bitcoin from the API of coinmarketcap

Teo Calvo 5 Apr 26, 2022
Open-source Laplacian Eigenmaps for dimensionality reduction of large data in python.

Fast Laplacian Eigenmaps in python Open-source Laplacian Eigenmaps for dimensionality reduction of large data in python. Comes with an wrapper for NMS

17 Jul 09, 2022
PyClustering is a Python, C++ data mining library.

pyclustering is a Python, C++ data mining library (clustering algorithm, oscillatory networks, neural networks). The library provides Python and C++ implementations (C++ pyclustering library) of each

Andrei Novikov 1k Jan 05, 2023
Produces a summary CSV report of an Amber Electric customer's energy consumption and cost data.

Amber Electric Usage Summary This is a command line tool that produces a summary CSV report of an Amber Electric customer's energy consumption and cos

Graham Lea 12 May 26, 2022
Detailed analysis on fraud claims in insurance companies, gives you information as to why huge loss take place in insurance companies

Insurance-Fraud-Claims Detailed analysis on fraud claims in insurance companies, gives you information as to why huge loss take place in insurance com

1 Jan 27, 2022
A simplified prototype for an as-built tracking database with API

Asbuilt_Trax A simplified prototype for an as-built tracking database with API The purpose of this project is to: Model a database that tracks constru

Ryan Pemberton 1 Jan 31, 2022
simple way to build the declarative and destributed data pipelines with python

unipipeline simple way to build the declarative and distributed data pipelines. Why you should use it Declarative strict config Scaffolding Fully type

aliaksandr-master 0 Jan 26, 2022
Modular analysis tools for neurophysiology data

Neuroanalysis Modular and interactive tools for analysis of neurophysiology data, with emphasis on patch-clamp electrophysiology. Functions for runnin

Allen Institute 5 Dec 22, 2021
Top 50 best selling books on amazon

It's a dashboard that shows the detailed information about each book in the top 50 best selling books on amazon over the last ten years

Nahla Tarek 1 Nov 18, 2021
SNV calling pipeline developed explicitly to process individual or trio vcf files obtained from Illumina based pipeline (grch37/grch38).

SNV Pipeline SNV calling pipeline developed explicitly to process individual or trio vcf files obtained from Illumina based pipeline (grch37/grch38).

East Genomics 1 Nov 02, 2021
SparseLasso: Sparse Solutions for the Lasso

SparseLasso: Sparse Solutions for the Lasso Introduction SparseLasso provides a Scikit-Learn based estimation of the Lasso with cross-validation tunin

Gabriel Okasa 1 Nov 08, 2021
A tool to compare differences between dataframes and create a differences report in Excel

similarpanda A module to check for differences between pandas Dataframes, and generate a report in Excel format. This is helpful in a workplace settin

Andre Pretorius 9 Sep 15, 2022
A forecasting system dedicated to smart city data

smart-city-predictions System prognostyczny dedykowany dla danych inteligentnych miast Praca inżynierska realizowana przez Michała Stawikowskiego and

Kevin Lai 1 Nov 08, 2021
A Streamlit web-app for a data-science project that aims to evaluate if the answer to a question is helpful.

How useful is the aswer? A Streamlit web-app for a data-science project that aims to evaluate if the answer to a question is helpful. If you want to l

1 Dec 17, 2021
Find exposed data in Azure with this public blob scanner

BlobHunter A tool for scanning Azure blob storage accounts for publicly opened blobs. BlobHunter is a part of "Hunting Azure Blobs Exposes Millions of

CyberArk 250 Jan 03, 2023
A Numba-based two-point correlation function calculator using a grid decomposition

A Numba-based two-point correlation function (2PCF) calculator using a grid decomposition. Like Corrfunc, but written in Numba, with simplicity and hackability in mind.

Lehman Garrison 3 Aug 24, 2022
songplays datamart provide details about the musical taste of our customers and can help us to improve our recomendation system

Songplays User activity datamart The following document describes the model used to build the songplays datamart table and the respective ETL process.

Leandro Kellermann de Oliveira 1 Jul 13, 2021
OpenDrift is a software for modeling the trajectories and fate of objects or substances drifting in the ocean, or even in the atmosphere.

opendrift OpenDrift is a software for modeling the trajectories and fate of objects or substances drifting in the ocean, or even in the atmosphere. Do

OpenDrift 167 Dec 13, 2022
MetPy is a collection of tools in Python for reading, visualizing and performing calculations with weather data.

MetPy MetPy is a collection of tools in Python for reading, visualizing and performing calculations with weather data. MetPy follows semantic versioni

Unidata 971 Dec 25, 2022
Probabilistic reasoning and statistical analysis in TensorFlow

TensorFlow Probability TensorFlow Probability is a library for probabilistic reasoning and statistical analysis in TensorFlow. As part of the TensorFl

3.8k Jan 05, 2023