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Pegah-Ardehkhani /Statistics-and-Probability-in-Python

Star147

A comprehensive exploration of Statistics and Probability Theory concepts, with practical implementations in Python

python statistics probability regression p-value scipy confidence-intervals matplotlib inferential-statistics discrete-distributions hypothesis-testing continuous-distributions probability-theory random-variables python-statistics statistics-for-data-science statiscal-learning statistical-hypothesis-testing parametric-hypothesis-tests statistics-using-python

UpdatedMar 14, 2025
Jupyter Notebook

suneelpatel /Statistics-for-Data-Science-using-Python

Star45

Using Python, learn statistical and probabilistic approaches to understand and gain insights from data. Learn statistical concepts that are very important to Data science domain and its application using Python. Learn about Numpy, Pandas Data Frame.

data-science statistical-analysis statistical-inference python-statistics statistics-for-data-science statistict-using-python

UpdatedAug 18, 2019
Jupyter Notebook

marinang /lauztat

Star19

Pure python statistic tools for high energy physics.

statistics high-energy-physics hep particle-physics experimental-physics python-statistics

UpdatedNov 12, 2019
Python

jvirico /normality-tests-pvalues-boxcoxtransformations

Star7

Strategies for analyzing the distribution of datasets, switching the data towards a normal distribution testing different manual transformations and Box-Cox transformation.

p-value normalization shapiro-wilk python-statistics box-cox normality-test hypothesis-test dagostino-test

UpdatedAug 20, 2021
Python

SAZZAD-AMT /PYTHON-CSE303-LAB-PROBLEM

Star6

CSE303 Lab Problem Solving apart. This course is really helpful for real life.

python numpy python-script pandas python-programming python-programming-language python2 pyhon python-statistics python-projects python-problem-solving python-problems

UpdatedApr 30, 2022
Python

ostromia /promethium

Star5

Library for calculating statistical distributions, written in pure Python with zero dependencies.

python statistics probability python3 gamma poisson distributions chi-square geometric normal binomial python-statistics

UpdatedOct 29, 2025
Python

gkarwchan /Python-Statistics

Star4

Examples on Descriptive Statistics and Linear Algebra in Python

linear-algebra probability descriptive-statistics python-statistics iris-datasets

UpdatedMar 16, 2020
Jupyter Notebook

akshitsutharr /Data-Science-Roadmap

Star2

A complete Data Science Roadmap — from coding, math & stats to ML, DL, deployment, and projects. Beginner-friendly, practical, and curated to help you build skills, portfolio, and confidence.

nlp data-science machine-learning roadmap deep-learning learning-path projects data-visualization artificial-intelligence beginner-friendly mlops python-statistics

UpdatedAug 19, 2025

tertiarycourses /PythonStatisticsTraining

Star2

Exercise Files for Statistical Analysis in Data Science Using Python

python3 python-statistics

UpdatedJan 28, 2019
Jupyter Notebook

tatlilimon /basic-statistics-w-python

Star2

Python ile basit derecede veri istatistiği yapmak için bu repo oluşturuldu.

statistics python-statistics scipy-stats

UpdatedMar 7, 2024
Python

atifs /MIT-ADSP_Course

Star1

"Applied Data Science Program - Leveraging AI for Effective Decision Making" course by MIT-PE

python data-science machine-learning deep-learning transformers data-visualization artificial-intelligence recommendation-system data-analysis convolutional-neural-networks python-statistics practical-data-science generative-ai chatgpt

UpdatedNov 28, 2024
Jupyter Notebook

ricodamasceno /Python_estatistica

Star1

Métodos Estatísticos com Python.

python estatistica language-python python-statistics linguagem-python

UpdatedFeb 19, 2022
Jupyter Notebook

Develop-Packt /Employing-Python-s-Tools-with-Statistics

Star1

This module covers the formal topic of statistics and its relevant concepts. It covers a number of theoretical discussion points and examples and hands-on coding activities to help understand theory.

python statistics mathematics introduction python-statistics

UpdatedMay 14, 2020
Jupyter Notebook

chirindaopensource /election_polarization_analysis

Star0

Python implementation of a toolkit for researchers studying electoral polarization. Features ideological and affective polarization analysis, issue salience modeling, and comprehensive statistical validation following Ginzburg's (2024) framework. Jupyter Notebook based.

jupyter-notebook political-science data-analysis public-opinion survey-analysis computational-social-science mathematical-modeling quantitative-methods python-statistics affective-polarization political-behavior electoral-polarization ideological-positioning issue-salience voter-distributions cumulative-distribution-functions statistical-comparison electoral-research political-data-science social-science-research

UpdatedJun 22, 2025
Jupyter Notebook

marcusferreira16 /Python_Statistic_freq_and_measurements

Star0

Repositório destinado a documentar o conhecimento em Python sobre estatística, mais aprofundado em frequências e medidas, utilizando as bibliotecas Numpy, Pandas, Seaborn e Scipy.

python numpy pandas seaborn datascience scipy alura python-statistics