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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: 2024-11-12 00:24:24 UTC
JSON Representation

https://github.com/R-js/libRmath.js

Javascript Pure Implementation of Statistical R "core" numerical libRmath.so

bessel bessel-function distribution javascript math mathematics mathematics-statistics node-js nodejs numeric numeric-computing numerical-computation r random science scientific-computing statistics typescript weibull-distribution

Last synced: 25 Oct 2024

https://github.com/djnavarro/rbook

Source files for "Learning Statistics with R"

rstats statistics

Last synced: 18 Oct 2024

https://github.com/r-js/librmath.js

Javascript Pure Implementation of Statistical R "core" numerical libRmath.so

Last synced: 13 Oct 2024

https://github.com/rs/jaggr

JSON Aggregation CLI

cli golang jplot json monitoring statistics

Last synced: 16 Oct 2024

https://github.com/conradsnicta/armadillo-code

Armadillo: fast C++ library for linear algebra & scientific computing - https://arma.sourceforge.net

armadillo blas expression-template gaussian-mixture-models lapack linear-algebra linear-algebra-library linear-solvers math-library matlab matrix-factorization matrix-functions matrix-inverse openmp rcpparmadillo scientific-computing signal-processing-algorithms solver sparse-matrix statistics

Last synced: 14 Nov 2024

https://github.com/DoubleML/doubleml-for-py

DoubleML - Double Machine Learning in Python

causal-inference data-science double-machine-learning econometrics machine-learning python scikit-learn statistics

Last synced: 24 Aug 2024

https://github.com/farukalamai/advanced-machine-learning-engineer-roadmap-2024

A Full Stack ML (Machine Learning) Roadmap involves learning the necessary skills and technologies to become proficient in all aspects of machine learning, including data collection and preprocessing, model development, deployment, and maintenance.

aws computer-vision data-analysis data-science data-visualization deep-learning git-github machine-learning machine-learning-roadmap mlops natural-language-processing neural-network nlp opencv pandas python pytorch statistics tensorflow yolo

Last synced: 14 Nov 2024

https://github.com/rudeboybert/fivethirtyeight

R package of data and code behind the stories and interactives at FiveThirtyEight

cran data-science datajournalism fivethirtyeight r rpackage statistics

Last synced: 13 Nov 2024

https://github.com/Athari/YaLinqo

Yet Another LINQ to Objects for PHP [Simplified BSD]

functional functional-programming library linq linq-to-objects php query statistics underscore

Last synced: 08 Nov 2024

https://github.com/axect/peroxide

Rust numeric library with R, MATLAB & Python syntax

dataframe determinant interpolation jacobian linear-algebra lu-decomposition matlab matrix numerical-analysis numerical-integration optimization peroxide r regression rust rust-numeric-library scientific-computing simd-openblas spline statistics

Last synced: 14 Oct 2024

https://github.com/stared/interactive-machine-learning-list

A collaborative list of interactive Machine Learning, Deep Learning and Statistics websites

deep-learning explorable-explanations javascript machine-learning statistics vue

Last synced: 09 Nov 2024

https://github.com/vmprof/vmprof-python

vmprof - a statistical program profiler

c native profile profiler pypy python python-3 statistics vmprof

Last synced: 12 Oct 2024

https://github.com/vudash/vudash

Powerful, Flexible, Open Source dashboards for anything

analytics automation cryptocurrencies dashboard dashing hapi hapijs home-automation monitoring overview rollup statistics svelte sveltejs tv viewer vudash websockets

Last synced: 10 Oct 2024

https://github.com/lijqhs/deeplearning-notes

Notes for Deep Learning Specialization Courses led by Andrew Ng.

algorithms andrew-ng backpropagation bias-variance cnn coursera data-analysis data-science deep-learning deeplearning hyperparameter-optimization machine-learning neural-network notes overfitting sequence-models statistics summary tensorflow

Last synced: 07 Nov 2024

https://github.com/deftruth/statistic-learning-r-note

📒《统计学习方法-李航》200页PDF手推公式细节讲解，包含详细的目录以及R语言代码实现，可结合《统计学习方法》提高学习效率，适合机器学习、深度学习初学者。

lihang ml r statistic-notes statistics statistics-learning

Last synced: 12 Nov 2024

https://github.com/ofek/pypinfo

Easily view PyPI download statistics via Google's BigQuery.

bigquery pypi python statistics

Last synced: 13 Oct 2024

https://github.com/Niketkumardheeryan/ML-CaPsule

ML-capsule is a Project for beginners and experienced data science Enthusiasts who don't have a mentor or guidance and wish to learn Machine learning. Using our repo they can learn ML, DL, and many related technologies with different real-world projects and become Interview ready.

analytics data-analysis data-science data-visualization datascience deep-learning deep-neural-networks deployment flask heroku-deployment machine-learning python r statistics streamlit-webapp

Last synced: 13 Nov 2024

https://github.com/jbn/zigzag

Python library for identifying the peaks and valleys of a time series.

data-science statistics technical-analysis

Last synced: 01 Nov 2024

https://github.com/5agado/data-science-learning

Repository of code and resources related to different data science and machine learning topics. For learning, practice and teaching purposes.

data-science deep-learning jupyter-notebook learning-by-doing machine-learning statistics

Last synced: 08 Nov 2024

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

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

julia mixed-effects mixed-models statistical-models statistics

Last synced: 04 Aug 2024

https://github.com/youssefhosni/awesome-data-science-resoruces

A curated list of data science educational resources for essential data science skills

computer-science data-science deep-learning machine-learning statistics

Last synced: 07 Nov 2024

https://github.com/airalcorn2/Michael-s-Data-Science-Curriculum

This is the companion curriculum to my guide to becoming a data scientist.

curriculum data-science machine-learning statistics

Last synced: 05 Aug 2024

https://github.com/rohan-paul/machinelearning-deeplearning-code-for-my-youtube-channel

The full collection of all codes for my Youtube Channel segregated as per topic.

computer-vision data-science data-science-portfolio datascience deep-learning deep-neural-networks machine-learning machine-learning-algorithms math neural-network python pytorch pytorch-implementation pytorch-tutorial statistics tensorflow tensorflow-examples tensorflow-tutorials tensorflow2 youtube

Last synced: 12 Nov 2024

https://github.com/JuliaMath/MeasureTheory.jl

"Distributions" that might not add to one.

bayesian-inference julia machine-learning probabilistic-programming probability statistics

Last synced: 31 Oct 2024

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

A Julia package for multivariate statistics and data analysis (e.g. dimension reduction)

cca dimensionality-reduction ica isotonic-regression julia lda linear-regression mds multivariate-statistics ols-regression pca regression ridge-regression statistics

Last synced: 14 Nov 2024

https://github.com/uncomplicate/bayadera

High-performance Bayesian Data Analysis on the GPU in Clojure

bayesian bayesian-data-analysis bayesian-inference clojure clojure-library cuda gpu gpu-acceleration gpu-computing high-performance-computing machine-learning markov-chain-monte-carlo mcmc opencl statistics

Last synced: 13 Nov 2024

https://github.com/maxim5/time-series-machine-learning

Machine learning models for time series analysis

bitcoin blockchain cryptocurrency deep-learning ethereum financial-engineering machine-learning neural-network poloniex-api poloniex-trade-bot python quantitative-finance recurrent-neural-networks statistics tensorflow time-series time-series-prediction xgboost

Last synced: 05 Nov 2024

https://github.com/aeturrell/skimpy

skimpy is a light weight tool that provides summary statistics about variables in data frames within the console.

data-science eda exploratory-data-analysis pandas statistics summary-statistics

Last synced: 14 Nov 2024

https://github.com/cokelaer/fitter

Fit data to many distributions

distribution fit python statistics

Last synced: 14 Oct 2024

https://github.com/miromannino/contributions-importer-for-github

This tool helps users to import contributions to GitHub from private git repositories, or from public repositories that are not hosted in GitHub.

bitbucket contributions contributions-calendar contributions-discover github gitlab import private-repository statistics

Last synced: 26 Oct 2024

https://github.com/meteostat/meteostat-python

Access and analyze historical weather and climate data with Python.

climate climate-change climate-data data-science meteostat open-data statistics weather weather-data weather-station

Last synced: 08 Aug 2024

https://github.com/Litlyx/litlyx

Analytics for developers. Setup Analytics in 30 seconds with just one line of code. Display all your data on an AI-powered dashboard. Fully self-hostable and GDPR compliant.

ai analytics angular charts data data-analysis data-visualization hacktoberfest javascript metrics nextjs nodejs nuxt open-source react statistics typescript vue website

Last synced: 29 Aug 2024

https://github.com/mtahiraslan/data-analyst-roadmap

Based on my own experience, I think this roadmap will answer all the questions of how to become a data analyst from zero, which technologies and programming languages are better to know, what kind of soft skills do we need, how do I start my professional career in this field.

blogs businessintelligence courses data dataanalysis dataanalyst excel interview mtahiraslan powerbi programming python resources resume roadmap softskills sql statistics tableau tutorials

Last synced: 25 Oct 2024

https://github.com/rahul-jha98/github-stats-transparent

Automatically generate summary GitHub statistics images for your profile using Actions, no server required

github github-api github-stats profile statistics

Last synced: 07 Aug 2024

https://github.com/linode/longview

Linode Longview Agent

linode-longview logging longview-client monitoring perl statistics

Last synced: 12 Oct 2024

https://github.com/zalando/expan

Open-source Python library for statistical analysis of randomised control trials (A/B tests)

ab-testing abtest abtesting causal-inference experimentation python statistical-analysis statistics

Last synced: 12 Nov 2024

https://github.com/ozlerhakan/datacamp

🍧 DataCamp data-science and machine learning courses

data-analysis data-science datacamp datacamp-course deep-learning machine-learning python statistics visualization

Last synced: 14 Nov 2024

https://github.com/maximtrp/scikit-posthocs

Multiple Pairwise Comparisons (Post Hoc) Tests in Python

anova multiple-comparisons nonparametric-statistics post-hoc python statistical-analysis statistical-methods statistics stats

Last synced: 30 Oct 2024

https://github.com/easystats/effectsize

:dragon: Compute and work with indices of effect size and standardized parameters

anova cohens-d compute conversion correlation effect-size effectsize hacktoberfest hedges-g interpretation r standardization standardized statistics

Last synced: 20 Oct 2024

https://github.com/mattlawer/appstat

Get AppStore apps stats

app apps appstore developer-tools ios objective-c reviews statistics stats

Last synced: 04 Aug 2024

https://github.com/gdsbook/book

This book serves as an introduction to a whole new way of thinking systematically about geographic data, using geographical analysis and computation to unlock new insights hidden within data.

data-analysis-python data-science geographic-data geographical-information-system spatial-analysis spatial-data-analysis spatial-statistics statistics

Last synced: 27 Oct 2024

https://github.com/leonvanbokhorst/notebooks-statistics-and-machinelearning

Jupyter Notebooks from the old UnsupervisedLearning.com (RIP) machine learning and statistics blog

data-science datascience ipynb ipynb-jupyter-notebook ipynb-notebook ipython-notebook jupiter-notebook jupyter-notebook machine-learning machine-learning-algorithms machinelearning python statistics

Last synced: 11 Oct 2024

https://github.com/leonvanbokhorst/NoteBooks-Statistics-and-MachineLearning

Jupyter Notebooks from the old UnsupervisedLearning.com (RIP) machine learning and statistics blog

data-science datascience ipynb ipynb-jupyter-notebook ipynb-notebook ipython-notebook jupiter-notebook jupyter-notebook machine-learning machine-learning-algorithms machinelearning python statistics

Last synced: 07 Aug 2024

https://github.com/Kivy-CN/data8-textbook-zh

:book: [译] UCB DATA8 计算与推断思维

data8 python statistics textbook ucb

Last synced: 02 Nov 2024

https://github.com/jgehrcke/github-repo-stats

GitHub Action for advanced repository traffic analysis and reporting

monitoring statistics visualization

Last synced: 06 Nov 2024

https://github.com/hlasse/textdescriptives

A Python library for calculating a large variety of metrics from text

dependency-distance descriptive-statistics nlp python readability readability-scores spacy spacy-extension statistics syntactic-analysis

Last synced: 14 Oct 2024

https://github.com/boostorg/histogram

Fast multi-dimensional generalized histogram with convenient interface for C++14

boost boost-libraries c-plus-plus c-plus-plus-14 convenient convenient-interface data-analysis header-only histogram statistics

Last synced: 12 Nov 2024

https://github.com/aunefyren/wrapperr

Website based application that summarizes Plex statistics from a given period and displays it in a nice format. Similar to the Spotify Wrapped concept.

api docker go plex self-hosted statistics summary tautulli visualization website wrapped year

Last synced: 02 Nov 2024

https://github.com/scale8/scale8-tag-manager-and-analytics

Website analytics, JavaScript error tracking + analytics, tag manager, data ingest endpoint creation (tracking pixels). GDPR + CCPA compliant.

advertising analytics app bigquery charts clickhouse cloud cmp gdpr google-analytics google-tag-manager marketing metrics privacy scale8 statistics tag-manager typescript website

Last synced: 29 Sep 2024

https://github.com/projectwallace/css-analyzer

Analytics for CSS

analyzer audit complexity css css-analyzer cssstats projectwallace statistics stats wallace

Last synced: 25 Oct 2024

https://github.com/HLasse/TextDescriptives

A Python library for calculating a large variety of metrics from text

dependency-distance descriptive-statistics nlp python readability readability-scores spacy spacy-extension statistics syntactic-analysis

Last synced: 04 Aug 2024

https://github.com/gexijin/RTutor

Chat with your data via AI. https://RTutor.ai

ai statistics

Last synced: 13 Aug 2024

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

Hypothesis tests for Julia

hacktoberfest hypothesis-testing julia statistics

Last synced: 11 Oct 2024

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

Hypothesis tests for Julia

hacktoberfest hypothesis-testing julia statistics

Last synced: 04 Aug 2024

https://github.com/fforres/preguntas-y-respuestas-entrevistas-frontend

Un listado de preguntas y respuestas que hemos y nos han preguntado en entrevistas para Ingenieros y Desarrolladores de Front End (Para facilitar las entrevistas y el estudio)

css entrevista estudio html interview-questions interviewing javascript preguntas respuestas statistics tips tips-and-tricks

Last synced: 05 Aug 2024

https://github.com/scikit-hep/pyhf

pure-Python HistFactory implementation with tensors and autodiff

asymptotic-formulas closember cls frequentist-statistics hep hep-ex high-energy-physics histfactory jax numpy python pytorch scientific-computations scikit-hep scipy statistical-inference statistics tensorflow

Last synced: 14 Oct 2024

https://github.com/lampspuc/statespacemodels.jl

StateSpaceModels.jl is a Julia package for time-series analysis using state-space models.

econometrics exponential-smoothing forecasting julia-language kalman-filter sarima state-space-models statistics time-series time-series-analysis unobserved-components

Last synced: 29 Oct 2024

https://github.com/powa-team/pg_qualstats

A PostgreSQL extension for collecting statistics about predicates, helping find what indices are missing

c extension postgresql predicate statistics

Last synced: 09 Nov 2024

https://github.com/LAMPSPUC/StateSpaceModels.jl

StateSpaceModels.jl is a Julia package for time-series analysis using state-space models.

econometrics exponential-smoothing forecasting julia-language kalman-filter sarima state-space-models statistics time-series time-series-analysis unobserved-components

Last synced: 13 Nov 2024

https://github.com/GAA-UAM/scikit-fda

Functional Data Analysis Python package

alignment classification clustering curves dimensionality-reduction functional-data-analysis functions machine-learning python python3 registration regression scikits smoothing statistics visualization

Last synced: 12 Nov 2024

https://github.com/weijie-chen/econometrics-with-python

Tutorials of econometrics featuring Python programming. This is a crash course for reviewing the most important concepts and techniques of basic econometrics, the theories are presented lightly without hustles of derivation and Python codes are straightforward.

data-analysis data-science econometrics economics python statistics time-series

Last synced: 12 Nov 2024

https://github.com/elfi-dev/elfi

ELFI - Engine for Likelihood-Free Inference

bayesian bayesian-inference inference likelihood-free python simulator statistics

Last synced: 13 Nov 2024

https://github.com/spagnuolocarmine/touchbar-systemmonitor

A better simple reactive system monitor on macOS for your MacBook pro. Built with Electron.

cpu-profiling electron electron-app hardware memory-profiling osx osx-menubar osx-touchbar osx-utilities statistics system-monitor system-monitoring

Last synced: 30 Oct 2024

https://github.com/carloocchiena/the_statistics_handbook

the statistics handbook open source repository

data-science latex mathematics statistics

Last synced: 01 Nov 2024

https://github.com/pycroscopy/pycroscopy

Scientific analysis of nanoscale materials imaging data

afm atom atomic-force-microscopy electron-microscopy fft imaging infrared machine-learning materials-science microscopy raman scanning scanning-probe-microscopy scanning-tunnelling-microscopy signal-processing spectroscopy statistics stem stm visualization

Last synced: 14 Nov 2024

https://gitlab.com/conradsnicta/armadillo-code

Armadillo: fast C++ library for linear algebra (matrix maths) & scientific computing - https://arma.sourceforge.net

BLAS C++ LAPACK Matrix-Factorization bioinformatics cpp high performance computing linear algebra linear-algebra-library machine learning matlab matrix inverse matrix-functions pattern recognition scientific computing signal processing statistics

Last synced: 14 Nov 2024

https://github.com/tirthajyoti/design-of-experiment-python

Design-of-experiment (DOE) generator for science, engineering, and statistics

analytics dataframe design-of-experiments experiment factors latin-hypercube matrix random-generation science statistics

Last synced: 14 Nov 2024

https://github.com/msuzen/looper

A resource list for causality in statistics, data science and physics

bayesian-inference causal causal-discovery causal-impact causal-inference causal-machine-learning causal-models causal-networks causality causality-algorithms causality-analysis causation data-science machine-learning meta-learning physics statistical-inference statistical-mechanics statistical-physics statistics

Last synced: 12 Nov 2024

https://github.com/tirthajyoti/uci-ml-api

Simple API for UCI Machine Learning Dataset Repository (search, download, analyze)

api classification clustering data-science learning machine-learning python regression statistics uci-machine-learning

Last synced: 14 Nov 2024

https://github.com/antvis/data-set

state driven all in one data process for data visualization.

antvis data-visualization dataset g2 state-driven statistics visualization

Last synced: 29 Oct 2024

https://github.com/Jurredr/github-widgetbox

[✨] Beautiful, dynamic widgets for GitHub Readme pages. (Statistics, Skills, etc.)

github-profile languages profile profile-readme readme skills statistics widgets

Last synced: 06 Nov 2024

https://github.com/pymc-devs/pytensor

PyTensor allows you to define, optimize, and efficiently evaluate mathematical expressions involving multi-dimensional arrays.

ai bayesian-inference computational-science deep-learning statistics

Last synced: 11 Oct 2024

https://github.com/jhumanj/laravel-model-stats

Model statistics dashboard for your Laravel Application

dashboard eloquent-models hacktoberfest laravel statistics

Last synced: 10 Nov 2024

https://github.com/lakens/statistical_inferences

Repository for the textbook 'Improving Your Statistical Inferences' by Daniel Lakens

education statistics

Last synced: 18 Oct 2024

https://github.com/georgebv/pyextremes

Extreme Value Analysis (EVA) in Python

block-maxima eva extreme-events extreme-value-analysis extreme-value-statistics extremes peaks-over-threshold python statistics

Last synced: 13 Nov 2024

https://github.com/zavtech/morpheus-core

The foundational library of the Morpheus data science framework

data-analysis data-analytics dataframe dataframe-library datascience finance principal-component-analysis quantitative-finance regression regression-models statistical-analysis statistics

Last synced: 03 Nov 2024

https://github.com/Yu-Group/covid19-severity-prediction

Extensive and accessible COVID-19 data + forecasting for counties and hospitals. 📈

coronavirus coronavirus-tracking county-health-data county-level covid-19 covid-19-data covid-19-data-analysis data-analysis data-science epidemic-model forecasting outbreak outbreak-severity python3 response4life risk-assessment risk-modelling statistics ventilator visualization

Last synced: 08 Aug 2024

https://github.com/go-hep/hep

hep is the mono repository holding all of go-hep.org/x/hep packages and tools

cern cern-analysis go go-hep godoc golang hep hepmc lhc physics-analyses plot plotting root-cern statistics xrootd

Last synced: 28 Oct 2024

https://github.com/mayoverse/arsenal

An Arsenal of 'R' Functions for Large-Scale Statistical Summaries

baseline-characteristics cran descriptive-statistics modeling paired-comparisons r r-package reporting statistics tableone

Last synced: 05 Aug 2024

https://github.com/leandromineti/ml-feynman-experience

A collection of analytics methods implemented with Python on Google Colab

machine-learning notebook numpy python scipy statistics

Last synced: 07 Nov 2024

https://github.com/aangelopoulos/conformal_classification

Wrapper for a PyTorch classifier which allows it to output prediction sets. The sets are theoretically guaranteed to contain the true class with high probability (via conformal prediction).

artificial-intelligence classification classifier computer-vision conformal conformal-prediction deep-neural-networks distribution-free imagenet machine-learning neural-networks nonparametric nonparametric-statistics prediction-sets pytorch statistics uncertainty uncertainty-quantification vision

Last synced: 05 Nov 2024

https://github.com/kaz-yos/tableone

R package to create "Table 1", description of baseline characteristics with or without propensity score weighting

baseline-characteristics cran descriptive-statistics r statistics

Last synced: 12 Nov 2024

https://github.com/rapidsai/cuvs

cuVS - a library for vector search and clustering on the GPU

anns clustering cuda distance gpu information-retrieval llm machine-learning nearest-neighbors neighborhood-methods similarity-search sparse statistics vector-search vector-similarity vector-store

Last synced: 13 Nov 2024

https://github.com/devmount/third-stats

Thunderbird add-on turning your emails into beautifully visualized email account stats. Built with Vue.js and Chart.js

analytics chartjs email hacktoberfest statistics stats thunderbird thunderbird-addon vuejs

Last synced: 01 Nov 2024

https://github.com/dmachard/go-dnscollector

Ingesting, pipelining, and enhancing your DNS logs with usage indicators, security analysis, and additional metadata.

collector coredns dns dns-server dnstap fluentd golang grafana logs loki openmetrics pcap powerdns prometheus security-tools sniffer statistics

Last synced: 12 Nov 2024

https://github.com/r-spacex/spacexstats-react

SpaceXStats, with React and using the SpaceX API

react space spacex statistics

Last synced: 11 Nov 2024

https://github.com/yihui/animation

A gallery of animations in statistics and utilities to create animations

animation r r-package statistical-computing statistical-graphics statistics

Last synced: 29 Oct 2024

https://github.com/juan-leon/lowcharts

Tool to draw low-resolution graphs in terminal

analysis command-line log plot shell statistics stats troubleshooting

Last synced: 02 Nov 2024

https://github.com/gmemstr/Platypus

Large-scale server monitoring application written in Golang

go golang platypus scanning server-stats statistics sysadmin uptime websockets

Last synced: 05 Nov 2024

https://github.com/NVISOsecurity/ee-outliers

Open-source framework to detect outliers in Elasticsearch events

anomaly-detection cirt ee-outliers machine-learning ml netsec outlier-detection outliers security-monitoring security-operations siem statistical-analysis statistics threat-hunting

Last synced: 03 Aug 2024

https://github.com/lachlandev/discord-bot-dashboard-v2

Discord BOT Dashboard V2 is made to make Discord BOT Development easy, designed to help create applications without writing a single line of code while using a user friendly Web-Dashboard!

authentication bot dashboard discord discord-api discord-bot discord-bot-dashboard discord-bot-development discord-js discord-moderation-bot discord-server discordbot discordjs statistics