Statistics

Statistics is a mathematical discipline concerned with developing and studying mathematical methods for collecting, analyzing, interpreting, and presenting large quantities of numerical data. Statistics is a highly interdisciplinary field of study with applications in fields such as physics, chemistry, life sciences, political science, and economics.

GitHub: https://github.com/topics/statistics
Wikipedia: https://en.wikipedia.org/wiki/Statistics
Related Topics: data-science, machine-learning, deep-learning, neural-network,
Last updated: 2026-07-06 00:26:22 UTC
JSON Representation

https://github.com/stdlib-js/stats-base-dists-rayleigh-logcdf

Rayleigh distribution logarithm of cumulative distribution function (CDF).

cdf cumulative-distribution dist distribution distribution-function exponential-family javascript ln log logarithm natural node node-js nodejs probability rayleigh statistics stats stdlib univariate

Last synced: 05 Oct 2025

https://github.com/mazen-daghari/scoot-lite

C# , Firebase Desktop application

csharp desktop-application firebase management pdf-generation statistics winforms

Last synced: 09 May 2026

https://github.com/adamzammit/leastfilledmultichoice

LimeSurvey plugin to extend the multiple choice question to allow setting default values based on the least filled responses

least-filled limesurvey limesurvey-plugin multiple-choice statistics

Last synced: 29 Jan 2026

https://github.com/electrocute4u/kiriko

A community made Discord bot for Overwatch 2. Get career stats, user search, all maps and heroes information covered and more!

discord-bot discord-js overwatch overwatch-stats overwatch2-js statistics

Last synced: 25 Apr 2026

https://github.com/jasdumas/the-republic

Local Connecticut Election & Voter Data Analytics Projects 🇺🇸

election-analysis predictive-analytics statistics

Last synced: 02 Feb 2026

https://github.com/pr38/cox_ph_estimation_notebooks

Personal discovery work on estimating Cox Proportional hazards coefficients for for both breslow and efron ties, using both autograd and directly calculating the gradient and hessian

cox-regression dask data-science machine-learning numpy pytensor statistics survival-analysis

Last synced: 15 Apr 2026

https://github.com/rwoldford/loon

A Toolkit for Interactive Statistical Data Visualization

data-visualization exploratory-data-analysis high-dimension-visualization high-dimensional-data interactive-graphics interactive-visualizations r r-package r-programming r-stats statistical-graphics statistical-learning statistics tcl-applications tcl-extension tcl-tk tcltk

Last synced: 30 Jul 2025

https://github.com/xigmadev/reactdashboard

Statistics Admin Dashboard Panel with React and material tailwind

admin-dashboard-ui eslint javascript material-tailwind react statistics

Last synced: 11 May 2026

https://github.com/cedricstrolz/digitalisierung-statistik-ws24

Hier handelt es sich NICHT um Lösungen sondern Lernunterlagen

matplotlib numpy pandas python statistics

Last synced: 25 Feb 2026

https://github.com/stdlib-js/stats-base-dists-erlang-kurtosis

Erlang distribution excess kurtosis.

continuous dist distribution erlang javascript kurtosis node node-js nodejs prob probability statistics stats stdlib tails univariate

Last synced: 01 Apr 2026

https://github.com/cannlytics/cannlytics-docs

🔥 Cannlytics 📚 Documentation

cannabis cannabis-api cannabis-app cannabis-data cannabisapp django metrc python statistics

Last synced: 19 Jun 2026

https://github.com/stdlib-js/blas-ext-base-ssumkbn

Calculate the sum of single-precision floating-point strided array elements using an improved Kahan–Babuška algorithm.

blas compensated extended javascript kahan kbn math mathematics node node-js nodejs statistics stats stdlib strided strided-array sum summation total typed

Last synced: 04 Mar 2026

https://github.com/ismailarilik/react-covid-maps

A global maps application aims to display COVID-19 statistics by countries, written with React

covid-19 data global maps react statistics

Last synced: 16 Apr 2026

https://github.com/techshot25/baltimore-911-calls

Analysis of 911 calls provided by the city of Baltimore.

data-analysis data-science decision-tree-classifier logistic-regression machine-learning machine-learning-algorithms statistics

Last synced: 16 Jun 2026

https://github.com/anuja-rahul/github-stat-automation-python

Automated python script that access and retrieves the statistics of all your github repositories and returns them in a json file format

automation github-api github-workflows learning-by-doing pygithub-library python3 statistics

Last synced: 13 May 2026

https://github.com/stdlib-js/stats-base-dnanstdevwd

Calculate the standard deviation of a double-precision floating-point strided array ignoring NaN values and using Welford's algorithm.

deviation dispersion javascript math mathematics node node-js nodejs sample-standard-deviation standard-deviation statistics stats stdlib strided strided-array typed unbiased var variance welford

Last synced: 29 Jan 2026

https://github.com/marcjulianschwarz/markov-chain-text-generation

Simple Text Generator based on Markov Chains

data-science markov markov-chain markov-model nlp statistics streamlit streamlit-webapp text text-generation text-generator

Last synced: 28 Apr 2026

https://github.com/stdlib-js/stats-base-sstdevyc

Calculate the standard deviation of a single-precision floating-point strided array using a one-pass algorithm proposed by Youngs and Cramer.

deviation dispersion javascript math mathematics node node-js nodejs sample-standard-deviation spread standard-deviation statistics stats stdlib strided strided-array typed unbiased var variance

Last synced: 25 Feb 2026

https://github.com/dietrichson/metodos_cuantitativos_2

Material de Cátedra y de consulta

statistics

Last synced: 24 Feb 2026

https://github.com/stdlib-js/random-streams-chisquare

Create a readable stream for generating pseudorandom numbers drawn from a chi-square distribution.

chi chi-square chi-squared continuous javascript math mathematics node node-js nodejs prng pseudorandom rand random rng square squared statistics stats stdlib

Last synced: 19 Jun 2026

https://github.com/chen0040/cs-statistics

A inferential statistical library implemented in C#

inferential-statistics statistics

Last synced: 20 Jun 2026

https://github.com/edwardlavender/tools4ets

R Package: Tools for Ecological Time Series

ecology r-package statistics time-series

Last synced: 17 Jun 2026

https://github.com/xsswang/remiod

R package for controlled multiple imputation of ordinal or binary responses with missing data in clinical study

bayesian control-based copy-reference delta-adjustment generalized-linear-models glm jags jump-to-reference mcmc missing-at-random missing-data missing-not-at-random multiple-imputation non-ignorable ordinal-regression pattern-mixture-model r-package reference-based statistics

Last synced: 19 Feb 2026

https://github.com/mtgr18977/sassamaru-br-25

Este projeto implementa um modelo híbrido de previsão de partidas de futebol, combinando a força estatística do modelo de Poisson com o ajuste dinâmico do rating Elo.

ml soccer statistics

Last synced: 27 Feb 2026

https://github.com/nrennie/rss-william-guy-lecture

Materials for 2024-2025 William Guy Lecture aimed at 11-16 year olds.

presentations statistics

Last synced: 12 Oct 2025

https://github.com/devmotion/calibrationanalysis.jl

Multi-language suite for analyzing calibration of probabilistic predictive models.

calibration julia machine machine-learning python r reliability statistics

Last synced: 27 Jan 2026

https://github.com/dcs-training/intromachinelearning

This course is aimed at providing an introduction to machine learning for those with some beginner level python skills. Go to the readme file

data-analysis data-wrangling machine-learning python statistics

Last synced: 06 Mar 2026

https://github.com/stdlib-js/random-array-triangular

Create an array containing pseudorandom numbers drawn from a triangular distribution.

array continuous generator javascript math mathematics node node-js nodejs prng pseudorandom rand random rng seed seedable statistics stats stdlib triangular

Last synced: 10 Oct 2025

https://github.com/sonichigo/gitstats

github go golang server statistics web website

Last synced: 12 Feb 2026

https://github.com/stdlib-js/stats-base-dists-cauchy-mode

Cauchy distribution mode.

cauchy center continuous dist distribution javascript location mode node node-js nodejs statistics stats stdlib univariate

Last synced: 02 Apr 2026

https://github.com/stdlib-js/stats-base-dists-erlang-pdf

Erlang distribution probability density function (PDF).

continuous dist distribution erlang javascript node node-js nodejs pdf probability statistics stats stdlib univariate

Last synced: 26 Oct 2025

https://github.com/eshaagarwa/hr-analytics-project

Explore our HR Analytics Dashboard, a powerful Power BI project designed for HR managers and leaders. Analyzed essential KPIs such as Employee Count, Attrition Rate, and Job Satisfaction across various demographics.

dashboard data data-visualization dataanylasis ms-excel ms-excel-data-analytics powerbi statistics

Last synced: 23 Jan 2026

https://github.com/thomasgladwin/teg_rma

General framework for organizing data for N-way repeated measures analyses in Matlab (and partly Python), including an implementation of repeated measures ANOVA

anova matlab measures n-way python repeated repeated-measures-anova statistics

Last synced: 21 Jan 2026

https://github.com/stdlib-js/stats-strided-dnanmskrange

Calculate the range of a double-precision floating-point strided array according to a mask, ignoring NaN values.

dispersion domain extent extremes javascript math mathematics max maximum min minimum node node-js nodejs range statistics stats stdlib strided strided-array

Last synced: 22 Apr 2026

https://github.com/oldcrow/libhmm

Modern C++17 Hidden Markov Model library with smart pointer memory management, comprehensive training algorithms, and critical bug fixes. Features Viterbi training, multiple probability distributions, and memory-safe implementation.

baum-welch baum-welch-algorithm cmake cpp cpp17 hidden-markov-models machine-learning probability smart-pointers statistics viterbi-algorithm

Last synced: 10 May 2026

https://github.com/stdlib-js/stats-strided-dnanstdevwd

Calculate the standard deviation of a double-precision floating-point strided array ignoring NaN values and using Welford's algorithm.

deviation dispersion javascript math mathematics node node-js nodejs sample-standard-deviation standard-deviation statistics stats stdlib strided strided-array typed unbiased var variance welford

Last synced: 24 Apr 2026

https://github.com/stdlib-js/stats-strided-meanwd

Calculate the arithmetic mean of a strided array using Welford's algorithm.

arithmetic-mean array average avg central-tendency javascript math mathematics mean node node-js nodejs statistics stats stdlib strided strided-array welford

Last synced: 24 Apr 2026

https://github.com/cdk/cdk-paper-2

The green Open Access version of the second CDK paper.

cdk cheminformatics java r statistics

Last synced: 25 Apr 2026

https://github.com/beliavsky/timeseriesanalysis

R scripts for time series analysis using the MTS package

aic bic model-selection multivariate-time-series r simulation statistics time-series-analysis varma vector-arma vector-autoregression vector-autoregressive-moving-average

Last synced: 13 Jun 2025

https://github.com/stdlib-js/stats-strided-dcumin

Calculate the cumulative minimum of double-precision floating-point strided array elements.

accumulate cumulative domain extent extremes javascript math mathematics min minimum node node-js nodejs range statistics stats stdlib strided strided-array typed

Last synced: 26 Apr 2026

https://github.com/pawel-slowik/git-stats

Display contributor statistics for a Git repository.

git statistics

Last synced: 27 Apr 2026

https://github.com/quantam-studios/cchs-football-stats

An application made in Dart with Flutter to track various data points in football games in an attempt to aid play formation.

dart flutter statistics unfinished

Last synced: 07 Jun 2026

https://github.com/xchopin/my-analytics-dashboard

📚 MAD - Multilingual Web Application for Apereo OpenLRW

analytics apereo education esup i18n java learning learning-analytics mongodb openlrs openlrw php statistics symfony symfony4

Last synced: 27 Apr 2026

https://github.com/stdlib-js/random-tools

Pseudorandom number generator ndarray creation function tools.

javascript math mathematics multidimensional namespace ndarray node node-js nodejs prng pseudorandom rand random rng statistics stats stdlib tools utilities utils

Last synced: 27 Apr 2026

https://github.com/gyselle-marques/calculodemetricas-desafiodio

Machine Learning: Cálculo de Métricas de Avaliação de Aprendizado em Python.

accuracy brazilian-portuguese colab-notebook confusion-matrix dio-bootcamp dio-challenges f-measure f-score machine-learning matplotlib numpy precision python recall sklearn specificity statistics xgboost

Last synced: 27 Apr 2026

https://github.com/stdlib-js/stats-array-mediansorted

Calculate the median value of a sorted array.

array average avg central-tendency javascript math mathematics median middle node node-js nodejs ordered quantile sorted statistics stats stdlib

Last synced: 28 Apr 2026

https://github.com/dadosdelaplace/dadosdelaplace.github.io

Web/blog de Javier Álvarez Liébana (@dadosdelaplace)

blog dataviz divulgacion programming r statistics website

Last synced: 28 Apr 2026

https://github.com/stdlib-js/stats-strided-svariancech

Calculate the variance of a single-precision floating-point strided array using a one-pass trial mean algorithm.

array deviation dispersion javascript math mathematics node node-js nodejs sample-variance standard-deviation statistics stats stdlib strided strided-array typed unbiased var variance

Last synced: 28 Apr 2026

https://github.com/stdlib-js/stats-strided-nanmeanwd

Calculate the arithmetic mean of a strided array, ignoring NaN values and using Welford's algorithm.

arithmetic-mean array average avg central-tendency javascript math mathematics mean node node-js nodejs statistics stats stdlib strided strided-array welford

Last synced: 28 Apr 2026

https://github.com/kernelshreyak/edass

EDASS - Easy Data Analysis and Statistics Software

apache-spark data-analysis-project java-21 java-data-analysis spark-java statistics

Last synced: 28 Apr 2026

https://github.com/1sumer/python-sql-machine_learning

This repository contains a comprehensive collection of Python and SQL scripts, ranging from beginner to advanced levels. Whether you're a student, educator, or developer looking to learn, teach, or reference Python or SQL concepts, you'll find helpful and structured code examples here.

datasets machine-learning python sql statistics

Last synced: 14 May 2026

https://github.com/stdlib-js/stats-array-variancewd

Calculate the variance of an array using Welford's algorithm.

array deviation dispersion javascript math mathematics node node-js nodejs sample-variance standard-deviation statistics stats stdlib unbiased var variance welford

Last synced: 29 Apr 2026

https://github.com/v-mayya/programming-statistics-and-econometrics-resources

Programming, statistics and econometrics resources

econometrics programming python r statistics

Last synced: 29 Apr 2026

https://github.com/bilgeswe/datascience

Using Statistics and Data Science Project in Python using Google Colab tools, CVS and XLSX

box-plot colab-notebook cvs data-science data-scraping data-visualization heatmaps numpy python statistical-analysis statistics xlsx

Last synced: 29 Apr 2026

https://github.com/stdlib-js/stats-strided-scumax

Calculate the cumulative maximum of single-precision floating-point strided array elements.

accumulate cumulative domain extent extremes javascript math mathematics max maximum node node-js nodejs range statistics stats stdlib strided strided-array typed

Last synced: 29 Apr 2026

https://github.com/al-ghaly/e-commerce-a-b-testing

A Statistical Analysis project in which I Performed an A/B test to analyze the effect of changing the user interface for an E-Commerce company's Website.

data-analysis matplotlib numpy pandas python python-data-analysis seaborn statistical-analysis statistics

Last synced: 29 Apr 2026

https://github.com/stdlib-js/stats-strided-dvariancech

Calculate the variance of a double-precision floating-point strided array using a one-pass trial mean algorithm.

array deviation dispersion javascript math mathematics node node-js nodejs sample-variance standard-deviation statistics stats stdlib strided strided-array typed unbiased var variance

Last synced: 30 Apr 2026

https://github.com/beliavsky/r_and_fortran

Examples of simple R and Fortran programs that calculate descriptive statistics and of equivalent R and Fortran syntax

fortran fortran-tutorial language-comparison r r-tutorial simulation statistics

Last synced: 25 Mar 2025

https://github.com/the-clone-xyz/stats-lapas-pakam

Visualisasi data narapidana berdasarkan jenis kelamin di Lapas Lubuk Pakam menggunakan data BPS Deli Serdang secara otomatis via GitHub Actions.

bps-api data-visualization github-actions lubuk-pakam statistics

Last synced: 30 Apr 2026

https://github.com/agricolamz/fe_r_course

Further Education R course

r rstats statistics teaching

Last synced: 01 May 2026

https://github.com/anuejn/whatsup

Statistical analysis of different news sources

mongodb news statistics visualization

Last synced: 01 May 2026

https://github.com/stdlib-js/stats-strided-sdsmean

Calculate the arithmetic mean of a single-precision floating-point strided array using extended accumulation.

arithmetic-mean array average avg central-tendency float float32 javascript math mathematics mean node node-js nodejs statistics stats stdlib strided strided-array typed

Last synced: 01 May 2026

https://github.com/sujitmandal/big-mart-sales

Big Mart Sales Prediction..

data-science numpy pandas prediction python statistics supervised-learning

Last synced: 01 May 2026

https://github.com/stdlib-js/stats-strided-smeanpn

Calculate the arithmetic mean of a single-precision floating-point strided array using a two-pass error correction algorithm.

arithmetic-mean array average avg central-tendency float float32 javascript math mathematics mean node node-js nodejs statistics stats stdlib strided strided-array typed

Last synced: 02 May 2026

https://github.com/adisen99/msc_project

Code, functions and notebooks used for my Masters Project/Thesis.

master precipitation python statistics thesis

Last synced: 02 May 2026

https://github.com/jw3126/bernsteinvonmises.jl

Visualizations of the Bernstein–von Mises theorem

bayesian-statistics information-geometry julia statistics

Last synced: 12 Apr 2026

https://github.com/gumballoon/time-tracking-dashboard

Challenge from Frontend Mentor, originally titled ‘Time tracking dashboard’, focusing on CSS Grid layout, toggling views, and updating the DOM dynamically.

css dashboard frontend-mentor html5 javascript mobile-first responsive-design statistics time-tracking

Last synced: 02 May 2026

https://github.com/stdlib-js/stats-strided-dvariance

Calculate the variance of a double-precision floating-point strided array.

array deviation dispersion javascript math mathematics node node-js nodejs sample-variance standard-deviation statistics stats stdlib strided strided-array typed unbiased var variance

Last synced: 03 May 2026

https://github.com/sukuasoft/stat-js

It is a lightweight and easy-to-use library for Node.js that offers basic functions essential for simple statistical analysis.

basic nodejs statistics

Last synced: 03 May 2026

https://github.com/sanchittechnogeek/rental-data-visualization_python

Statistics and visualization of rental data with python

data-analysis data-science data-visualization statistics

Last synced: 04 May 2026

https://github.com/esirotkin/statistics-subsystem

Subsystem for monitoring and collecting statistics of event-driven Java applications

java monitoring statistics zabbix

Last synced: 25 Mar 2025

https://github.com/fabnavarro/makedensity2d

2-dimensional Normal Mixture Models

bivariate-analysis matlab statistics

Last synced: 14 Jun 2026

https://github.com/stdlib-js/stats-strided-dstdevyc

Calculate the standard deviation of a double-precision floating-point strided array using a one-pass algorithm proposed by Youngs and Cramer.

deviation dispersion javascript math mathematics node node-js nodejs sample-standard-deviation spread standard-deviation statistics stats stdlib strided strided-array typed unbiased var variance

Last synced: 05 May 2026

https://github.com/nabilshadman/multiprocessing-time-series-data-simulation

A simulation using multiprocessing to generate 10,000 time dependent samples from an initial dataset of 20 samples

multiprocessing numpy pandas scipy simulation statistics time-series

Last synced: 05 May 2026

https://github.com/rashidul738/data-analysis-with-statistics-and-python

Data Analysis with Statistics and Python

jupiter-notebook lambda numpy pandas-python python scipy statistics

Last synced: 06 May 2026

https://github.com/0xf1o/combinary-collector-youtube

dotnet-core elk-stack statistics youtube

Last synced: 07 May 2026

https://github.com/armahdavi/data_pipeline_analytics_statistics_ml_pm_psd_residential_qff

Sharing all the data pipelines and processing codes, statistical modellings, descriptive statistics, plot visualizations, and machine learning from Mahdavi & Siegel (2021) (Indoor Air) Project Miestone: 2017 - 2020 Full-length article: https://onlinelibrary.wiley.com/doi/abs/10.1111/ina.12782

data-science data-visualization dust hvac indoor-air-quality jupyter-notebook machine-learning matplotlib-pyplot numpy pandas python scikit-learn scipy-stats spyder spyder-python-ide statistics

Last synced: 11 Apr 2026

https://github.com/omr5221/data-science-from-scratch

jupyter-notebook machine-learning matplotlib models numpy pandas probability python2 statistics vector visualization

Last synced: 07 May 2026

https://github.com/itsn1x/8047_rainin_0xfff

Air Atomized Di-Hydrogen Peroxide on the Blockchain | N1X ( @ i t s N 1 X )

autocomplete automation blockchain day8047 finance fintech itsn1x n1x nikhil-pandita scala scalability scalajs stablecoin statistics

Last synced: 23 Jun 2026

https://github.com/govind-prakash/r

A collection of R scripts designed for basic bioinformatics and biostatistics projects. This repository includes scripts for data analysis, visualization, and statistical modeling, catering to researchers and students in life sciences

data-science data-visualization r r-base rstudio statistics

Last synced: 05 Sep 2025

https://github.com/danmadeira/algoritmos-estatistica-python

Demonstração de Algoritmos de Estatística em Python

algorithms data-analysis data-science python statistics

Last synced: 08 May 2026

https://github.com/haloapping/tissue-paseo

Catatan masa lalu, ketika belajar mengenai dasar-dasar statistika deskriptif.

descriptive-statistics jupyter-notebook python3 statistics

Last synced: 08 May 2026

https://github.com/cleoold/linearly_varying_binomial_distribution_calcs_python

a "binomial" distribution with linearly increasing chance.

probability python-c-extension statistics

Last synced: 16 Mar 2025

https://github.com/fabnavarro/covid-clustering

Translation-invariant functional clustering on COVID-19 deaths adjusted on population risk factors

clustering covid data-science statistics wavelet-decomposition

Last synced: 23 Jun 2026

https://github.com/stdlib-js/stats-strided-minabs

Calculate the minimum absolute value of a strided array.

abs absolute array domain extent extremes javascript math mathematics min minimum node node-js nodejs range statistics stats stdlib strided strided-array

Last synced: 09 May 2026

https://github.com/mrtkp9993/datascienceexamples

Data science examples with Python and Julia.

data-science datascience julia-language python3 statistics veri-bilimi

Last synced: 10 May 2026

https://github.com/dipaolo/git-stats-plate-gen

CLI & GUI tool to generate plate with your GitHub repositories stats

cli git git-repository github gui python repository repository-stats repository-tools statistics

Last synced: 11 May 2026

https://github.com/ghdj/laravel-visitor-tracker

A Laravel package for visitor tracking with analytics, geolocation, and bot detection - zero external dependencies

analytics bot-detection gdpr laravel privacy statistics visitor-tracking zero-dependency

Last synced: 11 May 2026

https://github.com/krypten/playingcardsstatisticalanalysis

Statistical Analysis of Playing Cards (Descriptive Statistics: Final Project)

data-analysis machine-learning machinelearning python statistics udacity

Last synced: 12 May 2026

https://github.com/andrea-graziano-gitto/ethical-simulation-in-autonomous-driving_andrea-gitto_simone-piconese

Pseudo AI Code Trolley Problem Simulation C++

article cpp statistics study-project trolley-problem

Last synced: 09 Apr 2025

https://github.com/jhrcook/demeter2-stan

The DEMETER2 model of the impact of shRNA on cell line growth in Stan.

bayesian bioinformatics biostatistics demeter2 stan statistics

Last synced: 18 Oct 2025

https://github.com/nubisub/shiny

Analisis KIPI - Project Akhir Komputasi Statistik

rshiny statistics

Last synced: 19 Oct 2025

https://github.com/nomeyho/skype-analyzer

Get insights on your Skype conversations

analyze backup chat conversation export insight skype statistics

Last synced: 17 Oct 2025

https://github.com/mohdrasmil7/ml-notebooks

This repository contains Jupyter notebooks demonstrating machine learning exercises using both supervised classification and unsupervised algorithms. Each notebook offers a hands-on approach to understanding and applying ML techniques to real-world datasets, providing valuable insights and practical skills for data analysis and predictive modeling.

machine-learning-algorithms neural-networks statistics supervised-learning unsupervised-learning

Last synced: 15 Oct 2025

https://github.com/north-shore-ai/crucible_bench

Statistical testing and analysis framework for AI research

ai anova beam benchmarking effect-size elixir ensemble-methods hypothesis-testing llm machine-learning mann-whitney otp power-analysis reliability research statistical-analysis statistical-testing statistics t-test testing-framework

Last synced: 21 Oct 2025

https://github.com/gregoritsch3/ml_eda_classification_diabetes

An EDA and Machine Learning Classification exercise on the Diabetes dataset demonstrating the use of SQLAlchemy data import from an SQL database (PostgreSQL), Pre-processing Pipelines, ANOVA, 9 ScikitLearn ML models, Hyperparamter Tuning for the best performing one, and feature importance.

anova machine-learning matplotlib numpy pandas pipelines scikit-learn seaborn sql sqlalchemy statistics