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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: 2025-01-26 00:26:19 UTC
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https://github.com/sile/rustats

A statistical library for Rust

rust statistics

Last synced: 07 Nov 2024

https://github.com/nrennie/learning-statistics-with-python

Quarto revealjs slides to teach introductory statistics concepts using interactive pyodide code blocks.

gh-pages-site pyodide python quarto statistics teaching

Last synced: 28 Oct 2024

https://github.com/dirkschumacher/ndarray-linear-regression

Linear regression (with QR decomposition) with ndarrays

data-science linear-regression machine-learning-algorithms ndarray statistics

Last synced: 19 Nov 2024

https://github.com/anowacki/circstats.jl

Circular statistics in Julia

statistics

Last synced: 05 Dec 2024

https://github.com/rafael-a-monteiro-math/binary_classification_phase_separation

Python code for the paper "Binary classification as a phase separation process", by Rafael Monteiro. Further information can be found in the tutorial website below.

applied-mathematics classification-model dynamical-systems keras-tensorflow machine-learning machine-learning-algorithms neural-networks partial-differential-equations python reaction-diffusion recurrent-neural-networks statistics tensorflow-experiments tensorflow2

Last synced: 10 Oct 2024

https://github.com/woctezuma/regression

Gaussian Process Regression vs. Relevance Vector Machine.

data-analysis data-science gaussian-process-regression machine-learning python regression relevance-vector-machine statistics

Last synced: 06 Dec 2024

https://github.com/juan-morales/footprint-php

composer package that allows you monitor/trace/get custom data about your running php script and generate a report with it.

composer footprint footprint-php jcm jcmargentina juan morales package php statistics trace

Last synced: 14 Oct 2024

https://github.com/uba/multiseg

MultiSeg: a hierarchical segmentation algorithm for radar and optical data.

hierarchical-segmentation-algorithm image-processing optical-data pattern-recognition radar sar satellite segmentation statistics

Last synced: 15 Jan 2025

https://github.com/tdegeus/gooseeye

Geometrical statistics

cpp gui image-processing python python3 statistics

Last synced: 02 Nov 2024

https://github.com/rainbow-dreamer/image_to_midi

This is a python package that turns any images into MIDI files that views the same as them

image mathematics midi music musicpy statistics

Last synced: 17 Nov 2024

https://github.com/inoueakimitsu/wbic_bml

Statistical Causal Inference Library using Bayesian Mixed LiNGAM and WBIC

causal-inference data-science model-selection pymc3 python statistics

Last synced: 09 Nov 2024

https://github.com/newyaroslav/easy_bo_tester

C++ header-only библиотека для тестирования бинарных опционов

analysis binary binary-option binary-options binary-options-pro-signals binary-options-statistics forex forex-trading kelly-criterion mt4 simulation simulator statistics tester trading

Last synced: 11 Nov 2024

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: 22 Dec 2024

https://github.com/wkhchow/census_canada_2021

Repo containing sql scripts to process Statistics Canada census 2021 data.

2021 census census-data geopackage geospatial postgis sql statistics

Last synced: 06 Jan 2025

https://github.com/tlienart/epinference.jl

A package to perform EP inference in a variety of settings

bayesian-inference expectation-propagation markov-random-field statistics

Last synced: 08 Dec 2024

https://github.com/Nelson-Gon/mde

mde: Missing Data Explorer

data-analysis data-cleaning data-exploration data-science datacleaner datacleaning exploratory-data-analysis missing missing-data missing-value-treatment missing-values missingness omit r r-package r-stats recode replace rstats statistics

Last synced: 04 Dec 2024

https://github.com/mictronics/readsbmqtt

An MQTT client that reads statistics in protocol-buffer format from readsb ADS-B decoder and forward them via MQTT broker into home assistant (HASS).

hass home-assistant mqtt-client protobuf protocol-buffers readsb statistics

Last synced: 19 Nov 2024

https://github.com/nalimilan/logmult

R package for log-multiplicative models, including association models

log-linear-model modelling r statistics

Last synced: 27 Oct 2024

https://github.com/emijrp/emijrp.github.io

Personal website

art astronomy cinema communism history music nostalgia personal-website photography politics socialism statistics travel wiki

Last synced: 18 Jan 2025

https://github.com/hendersontrent/correctipy

Python package for computing corrected test statistics for comparing machine learning models on correlated samples

hypothesis-testing machine-learning statistics

Last synced: 05 Nov 2024

https://github.com/piebro/spotify-statistics

A website to generate detailed statistics from your entire spotify streaming history.

data-visualization pyodide spotify statistics

Last synced: 17 Nov 2024

https://github.com/casperiv0/css-statistic-dashboard

📊 a statistics dashboard made with plain css and html.

css dashboard plain-css statistics

Last synced: 14 Dec 2024

https://github.com/martinthoma/bad-stats

Examples of how not to do statistics / visualizations

data-analysis statistics visualizations

Last synced: 01 Jan 2025

https://github.com/techgaun/ex_erlstats

Erlang Stats for Elixir

elixir erlang statistics

Last synced: 11 Oct 2024

https://github.com/ThomasJNicoletti/Pulsar

A data mining streamlit application for astrophysical prediction using random forest classification in Python

astrophysics data-mining dm-snr-curve integrated-profile mahalanobis-distance model prediction pulsar python random-forest-classification statistics streamlit

Last synced: 23 Oct 2024

https://github.com/haloapping/cotomks

Kumpulan referensi untuk belajar mengenai pemrograman Python, Data Science, Machine Learning dan Deep Learning.

data-science deep-learning machine-learning model-evaluation probabilistic statistics time-series

Last synced: 06 Jan 2025

https://github.com/brianmichel/chartd-swift

A Swift library for creating URLs to https://www.chartd.co

chartd charting graphing observability stathat statistics swift

Last synced: 17 Dec 2024

https://github.com/realfascinated/mc-tracker

Tracking Minecraft server player counts over time

mctracker metrics minecraft minecraft-server-tracker minetrack statistics tracker

Last synced: 06 Nov 2024

https://github.com/josesho/bootstrap_contrast

Python module to produce bootstrapped confidence intervals and effect sizes.

bootstrapping-statistics matplotlib numpy pandas python seaborn statistics

Last synced: 11 Oct 2024

https://github.com/tazeg/cryptogain

A simple desktop app to keep an eye on your crypto currencies.

bitcoin chart cryptocurrencies electron statistics vuejs

Last synced: 17 Nov 2024

https://github.com/mayer79/statistical_computing_material

Material for the lecture Statistical Computing

data-science machine-learning r statistics

Last synced: 09 Nov 2024

https://github.com/zachcoleman/fast-stats

A fast and simple library for calculating basic statistics written in Rust and Python

performance python rust statistics

Last synced: 05 Dec 2024

https://github.com/Mictronics/readsbmqtt

An MQTT client that reads statistics in protocol-buffer format from readsb ADS-B decoder and forward them via MQTT broker into home assistant (HASS).

hass home-assistant mqtt-client protobuf protocol-buffers readsb statistics

Last synced: 05 Nov 2024

https://github.com/deepakgouda/blockeval

Design and architecture of a Blockchain Simulator

blockchain blockchain-simulator python simulator statistics

Last synced: 15 Oct 2024

https://github.com/basnijholt/slurm-usage

🖥 Command to list the current cluster usage per user

hpc slurm statistics summary table usage-logger

Last synced: 02 Nov 2024

https://github.com/nelson-gon/mde

mde: Missing Data Explorer

Last synced: 29 Oct 2024

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

Poisson distribution.

discrete dist distribution javascript lib library node node-js nodejs poisson probability standard statistics stats stdlib univariate

Last synced: 14 Nov 2024

https://github.com/kwinkunks/chrestomathy

Crestomathies: same nail, different hammers. Solving problems over and over again, but with a variety of methods.

chrestomathy education geoscience mathematics statistics

Last synced: 19 Dec 2024

https://github.com/miteshputhran/imdb_score_prediction

Predicting the IMDB scores of movies based on various meta-data available for analysis

imdb machine-learning python regression statistics

Last synced: 04 Dec 2024

https://github.com/cdeil/multinorm

Multivariate Normal Distributions from Python

covariance distribution fit gaussian humans multivariate numpy python statistics

Last synced: 28 Oct 2024

https://github.com/mattansb/machine-learning-for-psychologists

Lesson files used in the Machine Learning foR Psychologists

bgu-university caret psychologists rstats statistics tau-university teaching-materials tidymodels

Last synced: 27 Oct 2024

https://github.com/hsm207/statrethinking-julia

Statistical Rethinking Winter 2019 using Julia

bayesian bayesian-inference bayesian-methods bayesian-statistics julia machine-learning statistics

Last synced: 01 Jan 2025

https://github.com/jb262/MaximumLikelihoodGammaDist

A basic implementation for the maximum likelihood estimators of a gamma distribution's parameters.

excel gamma-distribution inductive inductive-statistics maximum-likelihood maximum-likelihood-estimation statistics vba

Last synced: 04 Dec 2024

https://github.com/simonamdev/twitch-statistics

Python script to gather data of all currently streaming twitch streamers for a given number of games

api livestream python-script scraper statistics twitch twitch-streamers

Last synced: 04 Dec 2024

https://github.com/nhejazi/biotmle

:package: :microscope: R/biotmle: Targeted Learning with Moderated Statistics for Biomarker Discovery

bioconductor bioconductor-package bioconductor-packages bioinformatics biomarker-discovery biostatistics causal-inference computational-biology machine-learning r statistics targeted-learning

Last synced: 16 Dec 2024

https://github.com/stdlib-js/stats-ttest2

Two-sample Student's t-Test.

hypothesis javascript math mathematics mean node node-js nodejs normal statistics stats stdlib summary test two-sample welch

Last synced: 02 Jan 2025

https://github.com/stdlib-js/stats-base-dists-binomial-cdf

Binomial distribution cumulative distribution function (CDF).

bernoulli binomial cdf cumulative discrete dist distribution distribution-function exponential-family independent-trials javascript node node-js nodejs prob probability statistics stats stdlib successes

Last synced: 02 Jan 2025

https://github.com/nolanbconaway/binoculars

Confidence intervals for binomial proportions.

binomial-distribution confidence-intervals python statistics

Last synced: 22 Dec 2024

https://github.com/sn2606/scicomp

A library of implementations of Numerical Methods; explores applications of Data Structures and Algorithms.

algorithms c crout-method doolittle-method gauss-jordan-elimination linear-algebra numerical-methods numerical-recipes statistics strassen-algorithm

Last synced: 25 Jan 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: 24 Dec 2024

https://github.com/statisticsnorway/java-vtl-tools

Various VTL tools

statistics tools vtl

Last synced: 17 Dec 2024

https://github.com/vikjam/pwrcalc

Power calculations in R that produce results familiar to Stata users.

economics experimental-design statistics

Last synced: 22 Nov 2024

https://github.com/rodrigosetti/probdist

Probability Distributions in Node JS

distributions probability statistics

Last synced: 16 Dec 2024

https://github.com/jarrodmillman/rcsds-paper

Teaching computational reproducibility for neuroimaging

computational-reproducibility data-science education fmri neuroimaging python scientific-computing statistics

Last synced: 11 Jan 2025

https://github.com/goutam1511/real-time-anomaly-detection-using-machine-learning-

This project aims to compare different models and benchmark a model that would be suitable to detect anomalies in streaming data in real time and will be adaptative to concept drift.

anomaly-detection anomalydetection machine-learning networking statistics

Last synced: 15 Dec 2024

https://github.com/pharo-ai/ngrammodel

Ngram language model implemented in Pharo

language-model natural-language-processing ngram-language-model ngrams pharo statistics

Last synced: 24 Nov 2024

https://github.com/xaliphostes/dataframe

A minimalist Python Panda like library in pure C++

algebra cplusplus cpp cpp26 functional-programming geometry mathematics python statistics

Last synced: 09 Dec 2024

https://github.com/gibsramen/evident_

Effect size calculations for microbiome data

data-visualization microbiome python qiime2 statistics visualization

Last synced: 18 Nov 2024

https://github.com/super-lou/exstat

🌾 R package to provide an efficient and simple solution to aggregate and analyze the stationarity of time series

climate climate-change climate-data data-analysis data-visualization environment hydrology inrae low-water mann-kendall mann-kendall-tests r stationarity-test statistics time-series

Last synced: 23 Dec 2024

https://github.com/kaz-yos/multinomial-ps-trimming

Multinomial Propensity Score Trimming (Am J Epidemiol 2018)

epidemiology propensity-score statistics

Last synced: 11 Jan 2025

https://github.com/thiagomvas/tmath

A C# Math library using Generics to add support for more number types.

contributions-welcome csharp dotnet easing easing-functions generic generics library math numerics open-source statistics

Last synced: 08 Dec 2024

https://github.com/felixpatzelt/statistics-for-everyone

A statistics mini-course with a practical focus. For a broad audience, including those who didn't do any math in years.

altair educational python statistical-analysis statistics

Last synced: 19 Jan 2025

https://github.com/terrytangyuan/tensorflow-basic-exercises

Exercises for TensorFlow Tutorial

python statistics tensorflow

Last synced: 15 Dec 2024

https://github.com/evilpegasus/teacher-salaries-vs-sat-scores

A statistical analysis of the impacts of wealth on student performance.

linear-regression math matplotlib statistics

Last synced: 10 Jan 2025

https://github.com/jmlondon/crawl-workshop

slides, data, code and a book in support of workshops at AFSC and SWFSC for the R package `crawl`

afsc-mml animal-movement ecology statistics telemetry-data

Last synced: 24 Dec 2024

https://github.com/alanmenchaca/ml-books-compilation

Repository of books that I have been collecting about machine learning, deep learning, data science, and more ...

data-analysis data-science deep-learning machine-learning statistics

Last synced: 17 Dec 2024

https://github.com/elkronos/anovatoolbox

This GitHub repository contains a collection of functions for performing various statistical analyses and generating visualizations. The functions are designed to work with different types of data and provide comprehensive outputs for data analysis.

anova anova-model data-analysis r statistics

Last synced: 24 Jan 2025

https://github.com/akamai/distimate

Distributions visualized

cdf distributions histograms matplotlib pandas pdf percentile plotting quantile statistics

Last synced: 05 Dec 2024

https://github.com/Nelson-Gon/shinymde

A shiny interface to mde, the missing data explorer R package. Deployed at https://nelson-gon.shinyapps.io/shinymde

dashboard eda exploratory-data-analysis gui-application missing-data missing-values missingness open-source r r-package recoding-variables rstats scientific-visualization shiny-apps shinydashboard statistical-analysis statistics visualization

Last synced: 04 Dec 2024

https://github.com/stdlib-js/stats-ztest2

Two-sample z-Test.

hypothesis javascript math mathematics mean node node-js nodejs normal statistics stats stdlib summary test two-sample

Last synced: 25 Nov 2024

https://github.com/matkoniecz/streetcomplete_usage_changeset_analysis

Process metadata of all changesets ever made to make StreetComplete usage analysis

openstreetmap statistics streetcomplete

Last synced: 09 Jan 2025

https://github.com/mukundan314/arch-pkgstats-plotter

:package: Plot Arch Linux Package Statistics :chart_with_upwards_trend:

archlinux plotter statistics

Last synced: 04 Dec 2024

https://github.com/super-lou/card

🎴 Card of Analyse and Diagnostic in R for a user-friendly experience of data aggregation with EXstat

aggregation climate-change climate-data climate-science data-analysis data-science diagnostic environment environment-variables hydrology hydrology-statistical inrae r statistics tools user-friendly

Last synced: 23 Dec 2024

https://github.com/marcolugo/cansim2r

Extract CANSIM (Statistics Canada) tables and transform them into readily usable data in panel (wide) format. It can also extract more than one table at a time and produce the resulting merge by time period and geographical region.

canada r r-package statistics statistics-canada

Last synced: 19 Dec 2024

https://github.com/muhammedhasan/betabinomial

Beta-Binomial for testing count data

count inference python statistics

Last synced: 25 Nov 2024

https://github.com/tbates/openmx.tmbundle

Textmate support for Structural equation modeling in OpenMx.

behavior-genetics cran machine-learning matrix-algebra optimization psychology r sem statistics structural-equation-modeling textmate textmate-bundle

Last synced: 08 Dec 2024

https://github.com/brews/burnr_2018_manuscript_figures

Figures and code for the 2018 paper "burnr: Fire history analysis and graphics in R"

dendrochronology ecology fire forest paper r rstats statistics visualization

Last synced: 08 Dec 2024

https://github.com/juangesino/behaviouraleconomics

All the files and data for the experiment performed during the course Behavioural Economics @ University of Amsterdam

behavioral-economics behavioural-economics data-analysis economics game-theory statistics

Last synced: 23 Jan 2025

https://github.com/statisticsnorway/ssb-smallcountrounding

R package for Small Count Rounding of Tabular Data

cran r r-package statistics

Last synced: 17 Dec 2024

https://github.com/moussaak/github-statistics

Exploring github API v4 using GraphQL

github-api-v4 graphql java-8 json maven statistics

Last synced: 19 Jan 2025

https://github.com/tomwhite/benford

benford mathematics statistics

Last synced: 17 Jan 2025

https://github.com/csinva/trees-to-networks

Bridging random forests and deep neural networks. Partial implementation of "Neural Random Forests" https://arxiv.org/abs/1604.07143

artificial-intelligence classification decision-tree decision-tree-classifier deep-learning machine-learning machinelearning neural-network neural-networks paper-implementations python pytorch random-forest scikit-learn statistics

Last synced: 15 Dec 2024

https://github.com/jialuechen/riskcore

Python Machine Learning Library for Risk Management

machine-learning neural-network risk-management statistics

Last synced: 02 Dec 2024

https://github.com/vgherard/fcci

Feldman-Cousins Confidence Intervals

confidence-intervals physics r statistics

Last synced: 13 Dec 2024

https://github.com/slub/statsdelta

A commandline command (Python3 program) that compares two (CSV) statistics with each other and generates delta values from the (old and the new) values

cli command-line-tool csv delta python statistics

Last synced: 25 Nov 2024

https://github.com/llnl/smallmoleval

Using machine learning to score potential drug candidates may offer an advantage over traditional imprecise scoring functions because the parameters and model structure can be learned from the data. However, models may lack interpretability, are often overfit to the data, and are not generalizable to drug targets and chemotypes not in the training data. Benchmark datasets are prone to artificial enrichment and analogue bias due to the overrepresentation of certain scaffolds in experimentally determined active sets. Datasets can be evaluated using spatial statistics to quantify the dataset topology and better understand potential biases. Dataset clumping comprises a combination of self-similarity of actives and separation from decoys in chemical space and is associated with overoptimistic virtual screening results. This code explores methods of quantifying potential biases and examines some common benchmark datasets.

machine-learning python statistics

Last synced: 10 Jan 2025

https://github.com/mihxil/math

Interfaces abstract algebra's, and the concept of 'uncertain number'. Based on that some structures related to physics, like physical numbers, which are uncertain numbers with dimensional analysis.

algebraic-structures java mathematics physics statistics

Last synced: 25 Dec 2024

https://github.com/luizcalaca/pandas-statistics

Implementações no contexto de Data Science (Estatística Descritiva) utilizando o Python e a biblioteca Pandas

matplotlib pandas-library python3 statistics

Last synced: 25 Jan 2025

https://github.com/migueltc13/project-li3

Data-parsing program for reading and interpreting csv files using efficient modular design within Computer Labs III environment.

c-programming-language c-project csv-parser data-encapsulation input-output input-validation modularity statistics test-automation testing

Last synced: 23 Jan 2025

https://github.com/lin-123/vue-sensors

directive sensors-data statistics vue vue-sensors

Last synced: 21 Nov 2024

https://github.com/civo/civostatsd

This utility is a small Go application that runs in the background on Civo instances, collecting CPU, disk and memory usage and reporting them back to the Civo API so that they can be reported on in the control panel.

civo civo-api statistics

Last synced: 25 Dec 2024