statistical-analysis

There are 22 repositories under statistical-analysis topic.

miller
johnkerl / miller
Miller is like awk, sed, cut, join, and sort for name-indexed data such as CSV, TSV, and tabular JSON
command-line command-line-tools csv csv-format data-cleaning data-processing data-reduction data-regression devops devops-tools json json-data miller statistical-analysis statistics streaming-algorithms streaming-data tabular-data tsv unix-toolkit
Language:Go 8556
pymc-devs / pymc
Bayesian Modeling and Probabilistic Programming in Python
bayesian-inference mcmc probabilistic-programming pytensor python statistical-analysis variational-inference
Language:Python 8151
arzzen / git-quick-stats
▁▅▆▃▅ Git quick statistics is a simple and efficient way to access various statistics in git repository.
bash git statistics reviewer history stats shell-script git-addons statistical-analysis shell suggestion contributors changelog commits detailed gitlog agile meeting git-pathspec review
Language:Shell 6150
jtablesaw / tablesaw
Java dataframe and visualization library
dataframe data-frame java java-dataframe visualization plotting statistics chart machine-learning statistical-analysis data-visualization data-science data-analysis high-performance plotly
Language:Java 3439
ejwa / gitinspector
:bar_chart: The statistical analysis tool for git repositories
statistical-analysis gitinspector analysis statistics timeline-analysis git
Language:Python 2317
DataFrame
hosseinmoein / DataFrame
C++ DataFrame for statistical, Financial, and ML analysis -- in modern C++ using native types and contiguous memory storage
numerical-analysis dataframe data-analysis multidimensional-data cpp large-data heterogeneous-data statistical-analysis financial-data-analysis financial-engineering trading-strategies trading-algorithms statistical machine-learning data-science tensor tensorboard ai pandas polars
Language:C++ 2267
ggstatsplot
IndrajeetPatil / ggstatsplot
Enhancing {ggplot2} plots with statistical analysis 📊📣
ggplot-extension dataviz r statistical-analysis datascience bayes-factors regression-models effect-size non-parametric-statistics hypothesis-testing
Language:R 1920
pycm
sepandhaghighi / pycm
Multi-class confusion matrix library in Python
machine-learning confusion-matrix matrix statistics statistical-analysis accuracy ml ai mathematics data-mining data-analysis classification data-science data neural-network multiclass-classification deep-learning artificial-intelligence deeplearning evaluation
Language:Python 1429
bambinos / bambi
BAyesian Model-Building Interface (Bambi) in Python.
bayesian-inference python regression-models statistical-analysis
Language:Python 1011
unpingco / Python-for-Probability-Statistics-and-Machine-Learning
Jupyter Notebooks for Springer book "Python for Probability, Statistics, and Machine Learning"
jupyter-notebook python machine-learning book books probability probability-theory statistics statistics-course statistical-analysis statistical-learning statistical-tests
Language:Jupyter Notebook 666
Derek-Jones / ESEUR-code-data
Code and data used to create the examples in "Evidence-based Software Engineering based on the publicly available data"
cognitive-capitalism cognitive-science economic-models ecosystem-modeling empirical-software-engineering evidence-based psychology-experiments software-development software-engineering source-code-analysis career-paths system-evolution data-analysis dataset statistical-analysis
Language:R 407
zalando / expan
Open-source Python library for statistical analysis of randomised control trials (A/B tests)
python statistics abtesting abtest statistical-analysis experimentation ab-testing causal-inference
Language:Python 330
maximtrp / scikit-posthocs
Multiple Pairwise Comparisons (Post Hoc) Tests in Python
statistics post-hoc python stats statistical-analysis statistical-methods anova multiple-comparisons nonparametric-statistics
Language:Python 322
HdrHistogram / HdrHistogram_rust
A port of HdrHistogram to Rust
hdrhistogram profiling rust sampling statistical-analysis
Language:Rust 293
zavtech / morpheus-core
The foundational library of the Morpheus data science framework
datascience data-analysis data-analytics regression regression-models principal-component-analysis finance quantitative-finance dataframe dataframe-library statistics statistical-analysis
Language:Java 236
przemek83 / volbx
Graphical tool for data manipulation written in C++/Qt.
qt c-plus-plus statistical-analysis data-visualization data-analysis data xlsx data-manipulation plots graphical dynamic cpp c-plus-plus-17 cpp17 ods csv spreadsheet data-import data-export data-filtering
Language:C++ 231
hfawaz / cd-diagram
Critical difference diagram with Wilcoxon-Holm post-hoc analysis.
classification statistical-analysis comparison benchmark post-hoc ranking-algorithm wilcoxon-test holm
Language:Python 229
data-science-toolkit
pmaji / data-science-toolkit
Collection of stats, modeling, and data science tools in Python and R.
r python machine-learning statistics data-science data-visualization tidyverse modeling reinforcement-learning hypothesis-testing classification regression kolmogorov-smirnov logistic-regression ggplot2 distributional-analysis econometrics statistical-analysis data-mining natural-language-processing
Language:HTML 210
NVISOsecurity / ee-outliers
Open-source framework to detect outliers in Elasticsearch events
outliers netsec threat-hunting statistics security-monitoring anomaly-detection outlier-detection siem cirt security-operations ee-outliers ml machine-learning statistical-analysis
Language:Python 204
al2na / methylKit
R package for DNA methylation analysis
genome-biology methylation statistical-analysis visualization
Language:R 182
aangelopoulos / ppi_py
A package for statistically rigorous scientific discovery using machine learning. Implements prediction-powered inference.
confidence-interval confidence-intervals inference machine-learning p-value p-values statistical-analysis statistical-inference statistics
Language:Python 165
Lisp-Stat / lisp-stat
Lisp-Stat main system
statistical-analysis common-lisp
Language:Common Lisp 135
theislab / scCODA
A Bayesian model for compositional single-cell data analysis
tensorflow compositional-changes statistical-analysis single-cell-rna-seq
Language:Jupyter Notebook 134
Tiger
hosseinmoein / Tiger
C++ Matrix -- High performance and accurate (e.g. edge cases) matrix math library with expression template arithmetic operators
cpp matrix matrix-factorization matrix-decompositions matrix-calculations metaprogramming numerical-analysis statistical-analysis single-value-decomposition eigenvectors qr-decomposition lu-decomposition tridiagonal hessenberg-reduction schur-decomposition determinant-calculation eigenvalues data-science matrix-math-library financial-engineering
Language:C++ 103
abhinav-bhardwaj / Network-Intrusion-Detection-Using-Machine-Learning
A Novel Statistical Analysis and Autoencoder Driven Intelligent Intrusion Detection Approach
machine-learning deep-learning nsl-kdd autoencoder svm-classifier mlp-classifier data-science pandas keras statistical-analysis cybersecurity lstm-model cnn-keras network network-security classification supervised-learning intrusion-detection-system
Language:Jupyter Notebook 99
dcwuser / metanumerics
Meta.Numerics is library for advanced numerical computing on the .NET platform. It offers an object-oriented API for statistical analysis, advanced functions, Fourier transforms, numerical integration and optimization, and matrix algebra.
math-library matrix statistics numerics numerical-optimization numerical-integration numerical-analysis statistical-analysis statistical-tests matrix-factorization matrix-multiplication matrix-library special-functions math scientific-computing data-analysis dotnet csharp-library matrix-algebra optimization
Language:C# 96
sharmaroshan / Statistics-for-Data-Science
Learning Statistics is one of the most Important step to get into the World of Data Science and Machine Learning. Statistics helps us to know data in a much better way and explains the behavior of the data based upon certain factors. It has many Elements which help us to understand the data better that includes Probability, Distributions, Descriptive Analysis, Inferential Analysis, Comparative Analysis, Chi-Square Test, T Test, Z test, AB Testing etc.
statistics probability normal-distribution binomial-distribution ab-testing python3 data-science descriptive-statistics inferential-statistics comparative-statistics jupyter-notebooks statistical-analysis
Language:Jupyter Notebook 87
StatKit
JimmyMAndersson / StatKit
A collection of statistical analysis tools for your Swift programs.
statistics swift protocol-oriented-programming statistical-analysis
Language:Swift 80
TommasoBelluzzo / PyDTMC
A library for discrete-time Markov chains analysis.
markov markov-chain stochastic-process fitting plotting simulation mathematical-analysis mathematical-models probability probabilistic-models statistical-analysis statistical-models
Language:Python 76
AnshuTrivedi / Data-Scientist-In-Python
This repository contains notes and projects of Data scientist track from dataquest course work.
pandas numpy datascience machine-learning data dataanalysis datascienceproject sql git kaggle deeplearning datastructures-algorithms statistics commandline probability statistical-analysis machine-learning-algorithms machinelearning data-science-projects
Language:Jupyter Notebook 71
Mooseburger1 / Springboard-Data-Science-Immersive
convolutional-neural-networks data-science deep-learning deep-neural-networks eda h5 hadoop nlp opencv pyspark python sql statistical-analysis statistical-inference statistical-modeling tensorboard tensorflow time-series-analysis time-series-prediction web-scraping
Language:Jupyter Notebook 63
Patotricks15 / Ciencia-de-dados-projetos
Repositório para meus projetos de ciência de dados (Web scraping e automação + análise exploratória de dados + machine learning + sistema de recomendação)
python data-science statistical-analysis statistics data-analysis data-analytics data-visualization dados-abertos ciencia-de-dados estatistica projetos-em-python projetos-data-science repositorio-data-science analise-de-dados analytics machine-learning machinelearning-python
Language:Jupyter Notebook 61
uwdata / boba
Specifying and executing multiverse analysis
multiverse statistical-analysis replicability
Language:Python 60
mikenguyen13 / data_analysis
Streamline a data analysis process
causal-analysis causal-inference causal-models causality data-science data-visualization datascience guide guidebook machine-learning machinelearning statistical-analysis statistical-inference statistical-learning statistical-methods statistics statistics-course r
Language:HTML 59
paternogbc / livro_aer
Este livro oferece uma introdução compreensiva aos métodos estatísticos mais utilizados em Ecologia.
ecology statistical-analysis statistical-learning statistical-methods
Language:HTML 58
rhayes777 / PyAutoFit
PyAutoFit: Classy Probabilistic Programming
astronomy bayesian-inference bayesian-methods graphical-models mcmc model probabilistic-programming python statistical-analysis statistics stats
Language:Python 58