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Projects in Awesome Lists tagged with statistical-models

A curated list of projects in awesome lists tagged with statistical-models .

https://github.com/explosion/spacy-models

💫 Models for the spaCy Natural Language Processing (NLP) library

machine-learning machine-learning-models models natural-language-processing nlp spacy spacy-models statistical-models

Last synced: 14 May 2025

https://github.com/paul-buerkner/brms

brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan

bayesian-inference brms multilevel-models r-package stan statistical-models

Last synced: 14 May 2025

https://paulbuerkner.com/brms/

brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan

bayesian-inference brms multilevel-models r-package stan statistical-models

Last synced: 10 Jul 2025

https://github.com/smartcorelib/smartcore

A comprehensive library for machine learning and numerical computing. Apply Machine Learning with Rust leveraging first principles.

classification clustering machine-learning machine-learning-algorithms model-selection regression rust rust-lang scientific-computing statistical-learning statistical-models

Last synced: 14 May 2025

https://github.com/juliastats/glm.jl

Generalized linear models in Julia

data-science glm julia regression statistical-models statistics

Last synced: 14 May 2025

https://github.com/JuliaStats/GLM.jl

Generalized linear models in Julia

data-science glm julia regression statistical-models statistics

Last synced: 01 May 2025

https://github.com/yixuan/MiniDNN

A header-only C++ library for deep neural networks

deep-learning header-only machine-learning neural-network statistical-models

Last synced: 15 Nov 2025

https://github.com/yixuan/minidnn

A header-only C++ library for deep neural networks

deep-learning header-only machine-learning neural-network statistical-models

Last synced: 05 Apr 2025

https://github.com/JuliaStats/MixedModels.jl

A Julia package for fitting (statistical) mixed-effects models

julia mixed-effects mixed-models statistical-models statistics

Last synced: 11 Jul 2025

https://github.com/juliastats/statsmodels.jl

Specifying, fitting, and evaluating statistical models in Julia

julia statistical-models

Last synced: 15 May 2025

https://github.com/feng-li/Distributed-Statistical-Computing

Teaching Materials for Distributed Statistical Computing (大数据分布式计算教学材料)

hadoop mapreduce pyspark-tutorial spark spark-teaching statistical-models

Last synced: 26 Mar 2025

https://github.com/kgoldfeld/simstudy

simstudy: Illuminating research methods through data generation

data-generation data-simulation r simulation statistical-models

Last synced: 22 Oct 2025

https://github.com/lmizrahi/etas

calibrate ETAS, simulate using ETAS, estimate completeness magnitude & magnitude frequency distribution

earthquakes seismology statistical-models

Last synced: 11 Mar 2026

https://github.com/tbrown122387/pf

PF: a header only template library for fast particle filtering!

particle-filter statistical-methods statistical-models statistics

Last synced: 05 Feb 2026

https://github.com/pbenner/autodiff

Autodiff is a numerical library for the Go programming language that supports automatic differentiation. It implements routines for linear algebra (vector/matrix operations), numerical optimization and statistics

automatic-differentiation bfgs cholesky-decomposition determinant eigenvalues gauss-jordan go golang gram-schmidt hessenberg-reduction linear-algebra linear-algebra-library newton-raphson numerical-optimization qr-algorithm rprop singular-value-decomposition special-functions statistical-models statistics

Last synced: 14 Oct 2025

https://github.com/ecrc/exageostat

A High Performance Unified Framework for Geostatistics on Manycore Systems.

climate-model geostatistics machine-learning manycore maximum-likelihood-estimation prediction statistical-models

Last synced: 01 Mar 2026

https://github.com/ropensci/dynamite

Bayesian Inference of Complex Panel Data

bayesian-inference panel-data r r-package rstats stan statistical-models

Last synced: 23 Feb 2026

https://github.com/DOI-BOR/PyForecast

PyForecast is a statistical modeling tool used by Reclamation water managers and reservoir operators to train and build predictive models for seasonal inflows and streamflows. PyForecast allows users to make current water-year forecasts using models developed with the program.

forecasting hydrology machine-learning python statistical-models

Last synced: 20 Jul 2025

https://github.com/doi-bor/pyforecast

PyForecast is a statistical modeling tool used by Reclamation water managers and reservoir operators to train and build predictive models for seasonal inflows and streamflows. PyForecast allows users to make current water-year forecasts using models developed with the program.

forecasting hydrology machine-learning python statistical-models

Last synced: 30 Oct 2025

https://github.com/hendersontrent/gam.jl

Fit, evaluate, and visualise generalised additive models (GAMs) in native Julia

data-science generalized-additive-models machine-learning regression statistical-models statistics

Last synced: 08 Apr 2025

https://github.com/pharmcat/metida.jl

Julia package for fitting mixed-effects models with flexible random/repeated covariance structure.

julia mixed-effects mixed-effects-models mixed-models regression statistical-models statistics variance-component

Last synced: 20 Oct 2025

https://github.com/hturner/plackettluce

PlackettLuce package for Plackett-Luce models in R

plackett-luce-models preferences r ranking rankings-data statistical-models

Last synced: 16 Mar 2026

https://github.com/ECP-Solutions/VBA-Expressions

A powerful string expression evaluator for VBA and LO Basic, which puts more than 100 mathematical, statistical, financial, date-time, logic and text manipulation functions at the user's fingertips.

basic cholesky-decomposition cholesky-factorization curve-fitting determinant-calculation equation-systems libreoffice lo-basic lu-decomposition mathematical-expression-parser mathematical-expressions-evaluator mathematics maths matrix-multiplication multivariate-linear-regression science statistical-models

Last synced: 30 Jul 2025

https://github.com/gadget-framework/gadget2

Gadget is the Globally applicable Area Disaggregated General Ecosystem Toolbox

ecosystem-models fish-population-dynamics species-interaction statistical-models stock-assessment

Last synced: 23 Jan 2026

https://github.com/hturner/gnm

gnm package for generalized nonlinear models in R

generalized-linear-models generalized-nonlinear-models r statistical-models

Last synced: 12 Apr 2025

https://github.com/caesar0301/movr

Human mobility data (in form of <x,y,t>) analysis and visualization in R.

human-mobility movr spatio-temporal-data statistical-models visualization

Last synced: 14 Apr 2025

https://github.com/eurus-holmes/statistics-base

Code for the book: "Statistical Learning Methods, by Hang Li".

statistical-learning statistical-methods statistical-models

Last synced: 06 Sep 2025

https://github.com/seanhagen/bradleyterry

Package to do Bradley-Terry Model pairwise compairsons

bradley-terry statistical-models

Last synced: 14 Mar 2025

https://github.com/dachosen1/formulaic

Dynamic Generation and Quality Checks of Formula Objects

cran formula-objects formula-parser machine-learning quality-check r statistical-models

Last synced: 14 Apr 2025

https://github.com/chjackson/fic

R package for focused information criteria for model comparison

model-comparison model-selection statistical-models

Last synced: 22 Oct 2025

https://github.com/kaitumisuuringute-keskus/brmspy

Python-first access to R’s brms with proper parameter names, ArviZ support, and cmdstanr performance. The easiest way to run brms models from Python.

bayesian bayesian-inference brms multilevel-models stan statistical-models

Last synced: 13 Jan 2026

https://github.com/aditeyabaral/lok-sabha-election-twitter-analysis

Twitter Feeds were analysed during the Lok Sabha Elections 2019 to guage the overall popularities of each party and predict the winner based solely on the tweets made by the population. This was made as a part of our Data Science course (UE18CS203) at PES University.

data-analysis data-science data-visualization elections loksabha nlp prediction probabilistic-graphical-models probability python python3 sentiment-analysis sentiment-classification sentiment-polarity sentiment-scores social-media socialmediaanalytics statistical-analysis statistical-models twitter

Last synced: 16 Apr 2025

https://github.com/mlandis/phyddle

Phylogenetic model exploration with deep learning

deep-learning epidemiology evolution phylogenetics statistical-models stochastic-processes

Last synced: 01 Feb 2026

https://github.com/shotahorii/bareml

Machine learning & deep learning implementation from scratch, depending only on numpy.

data-science deep-learning deep-neural-networks machine-learning machine-learning-algorithms machine-learning-from-scratch statistical-models

Last synced: 14 Jan 2026

https://github.com/hturner/gnm-day-course

one day introduction to generalized nonlinear models using the gnm and logmult R packages

generalized-linear-models nonlinear-regression r statistical-models

Last synced: 12 Apr 2025

https://github.com/hturner/shiny-demos

A set of shiny demos for teaching statistical modelling

r shiny statistical-models teaching-materials

Last synced: 28 Oct 2025

https://github.com/ichalkiad/cryptogpcausality

This repository contains the code for the paper "Sentiment-driven statistical causality in multimodal systems", by Ioannis Chalkiadakis, Anna Zaremba, Gareth W. Peters and Michael J. Chantler.

causal-inference causality causality-analysis cryptocurrency cryptocurrency-exchanges gaussian-processes multimodal-learning multimodal-sentiment-analysis natural-language-procressing public-news sentiment-analysis statistical-models text-mining

Last synced: 27 Aug 2025

https://github.com/drisso/archive-zinbwave

Archived version of the zinbwave package. All future development will be done on https://github.com/drisso/zinbwave

gene-expression r rna-seq single-cell single-cell-genomics statistical-models

Last synced: 07 Sep 2025

https://github.com/hendersontrent/quasiglm.jl

Adjust Poisson and Binomial Generalised Linear Models to their quasi equivalents for dispersed data

generalized-linear-models statistical-inference statistical-models statistics

Last synced: 18 Sep 2025

https://github.com/ekstroem/mess

Miscellaneous Esoteric Statistical Scripts - an R package

biostatistics power-analysis statistical-analysis statistical-methods statistical-models

Last synced: 14 Apr 2025

https://github.com/akai01/intermittentdemand.jl

IntermittentDemand.jl: Intermittent demand forecasting in Julia Language, |forecasting|Julia|

forecasting intermittent-demand inventory-management julia julia-language lumpy-time-series operations-research statistical-models statistics time-series

Last synced: 03 Feb 2026

https://jared-fowler.github.io/prettyglm/

prettyglm provides a set of functions which can easily create beautiful coefficient summaries which can readily be shared and explained.

classification classification-model data-science data-visualization glm linear-models r r-package regression regression-analysis regression-model regression-models rstats rstats-package statistical-models

Last synced: 25 Nov 2025

https://github.com/jared-fowler/prettyglm

prettyglm provides a set of functions which can easily create beautiful coefficient summaries which can readily be shared and explained.

classification classification-model data-science data-visualization glm linear-models r r-package regression regression-analysis regression-model regression-models rstats rstats-package statistical-models

Last synced: 23 Apr 2025

https://github.com/statsim/models

StatSim models (deterministic and probabilistic)

json modeling models statistical-models statsim-models

Last synced: 16 May 2026

https://github.com/jabhij/mentalhealthissues_techindustry

The project uses statistical techniques to analyzes the responses from an annual OSMI survey that measures attitudes towards mental health and the frequency of mental health disorders in the tech workplace.

decision-trees logistic-regression machine-learning mental-health naive-bayes random-forest rlang statistical-models svm

Last synced: 14 Feb 2026

https://github.com/ihmeuw-msca/pydisagg

pydisagg is a Python package for disaggregating estimated count observations across groups under generalized proportionality assumptions.

age-splitting delta-method modeling splitting statistical-models

Last synced: 14 Jan 2026

https://github.com/tjhunter/levy-stable-jax

Lévy's alpha-stable distribution for the Jax numerical framework

inference jax pymc robust-statistics statistical-models

Last synced: 03 Mar 2026

https://github.com/m2ci-msp/mri-shape-tools

C++ tools for deriving a tongue model from MRI data.

image-processing mri statistical-models template-matching tongue

Last synced: 30 Apr 2025

https://github.com/airdac/sim-telco_customer_churn

Prediction of customer churn with logistic regression in R. Team project from UPC's Master's Degree in Data Science

classification data-analysis data-science logistic-regression r statistical-models upc

Last synced: 28 May 2026

https://github.com/softx0/regresionlineal

A brief explanation of the linear regression algorithm, with use cases, documentation and examples in R

calculus descendent-gradient documentation linear-regression machine-learning-algorithms minimum-cuadratic-ordinary r statistical-models

Last synced: 01 Aug 2025

https://github.com/Rilfanayasmin/Raven-coding

Practice programming with R and Python on all data science algorithms

data-science machine-learning-algorithms predictive-modeling r-programming statistical-models

Last synced: 29 Jul 2025

https://github.com/sathyasris27/statistical-analysis-on-rehoming-time-for-different-dog-breeds-in-animal-shelter

The aim of this project is given a collection of records documenting the stray, unwanted, or neglected dogs sent to animal shelters to be rehomed, we analyse their rehoming patterns based on their breeds.

data-analysis r statistical-analysis statistical-inference statistical-models

Last synced: 05 Jun 2026

https://github.com/wongpc0817/componentgarch

In this project, we implemented both Heston-Nandi GARCH and Component Heston-Nandi GARCH process for Modelling VIX futures.

garch option-pricing python statistical-models

Last synced: 16 May 2026

https://github.com/airdac/sim-ames_housing

Prediction of house prices with linear regression in R. Team project from UPC's Master's Degree in Data Science

data-analysis data-science linear-regression r statistical-models upc

Last synced: 07 Jun 2026

https://github.com/ashithapallath/computational-linguistics

This repository applies computational techniques to process and analyze natural language. It includes functions for tokenization, spelling correction, and bigram probability calculation to improve text accuracy and meaning. The program identifies misspelled words, suggests corrections, and evaluates sentence structure based on language models.

computational-linguistics python rule-based-nlp statistical-models

Last synced: 16 May 2026

https://github.com/emmarhoffmann/analysis-of-sleep-patterns-and-psychological-well-being-among-college-students

Explores the relationship between sleep patterns, psychological well-being, and lifestyle choices among college students using statistical analysis on 253 observations.

college-students data-analysis r statistical-models

Last synced: 04 Oct 2025

https://github.com/vedantaher2003/-air-quality-index-levels-predicted-pbl

a platform which provides users with the predicted Air Quality Index levels of air pollution for 39 cities of India with daily, monthly and yearly trends. It also provides some of the statistics observed for AQI over these cities and various latest articles and blogs related to air pollution.

aqi arima-forecasting d3-visualization django-rest-framework github java javascript jupyter-notebook keras-tensorflow lstm-neural-networks neural-networks plotly pollution-prediction python3 recurr sarimax statistical-models tensorflow-models

Last synced: 20 Jan 2026

https://github.com/yrohitha/titanic-data-analysis

Predict Survival Outcomes from the 1912 Titanic disaster based on each passenger's features, such as sex and age.

data-analysis machine-learning matplotlib pandas scipy-stats statistical-models

Last synced: 13 Mar 2025

https://github.com/emmarhoffmann/analysis-of-student-debt-among-first-generation-college-students

Explores the financial landscape of first-generation college students, analyzing patterns in student debt based on factors like median income, net price of attendance, and enrollment size.

data-analysis first-generation-college-students r statistical-models

Last synced: 17 Mar 2025

https://github.com/pointer2alvee/machine-learning-algorithms-scratch

Core Machine Learning concepts , algorithms & maths implemented completely from scratch using Python & numpy only.

machine-learning-algorithms numpy pandas probabilistic-machine-learning python statistical-models

Last synced: 07 May 2026

https://github.com/emmarhoffmann/analysis-of-california-real-estate-market-factors-influencing-home-prices

Investigates how home size, number of bedrooms, and bathrooms influence home prices, with comparisons across California, New York, New Jersey, and Pennsylvania.

data-analysis r real-estate statistical-models

Last synced: 17 Mar 2025