statistical-analysis

There are 23 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 9008
pymc-devs / pymc
Bayesian Modeling and Probabilistic Programming in Python
python statistical-analysis bayesian-inference mcmc variational-inference probabilistic-programming pytensor
Language:Python 8726
arzzen / git-quick-stats
▁▅▆▃▅ Git quick statistics is a simple and efficient way to access various statistics in git repository.
bash changelog commits contributors detailed git git-addons git-pathspec gitlog history meeting review reviewer shell shell-script statistical-analysis statistics stats suggestion topics
Language:Shell 6353
jtablesaw / tablesaw
Java dataframe and visualization library
chart data-analysis data-frame data-science data-visualization dataframe high-performance java java-dataframe machine-learning plotly plotting statistical-analysis statistics visualization
Language:Java 3551
DataFrame
hosseinmoein / DataFrame
C++ DataFrame for statistical, Financial, and ML analysis -- in modern C++ using native types and contiguous memory storage
ai cpp data-analysis data-science dataframe financial-data-analysis financial-engineering heterogeneous-data large-data machine-learning multidimensional-data numerical-analysis pandas polars statistical statistical-analysis tensor tensorboard trading-algorithms trading-strategies
Language:C++ 2527
ejwa / gitinspector
:bar_chart: The statistical analysis tool for git repositories
statistical-analysis gitinspector analysis statistics timeline-analysis git
Language:Python 2385
ggstatsplot
IndrajeetPatil / ggstatsplot
Enhancing {ggplot2} plots with statistical analysis 📊📣
bayes-factors datascience dataviz effect-size ggplot-extension hypothesis-testing non-parametric-statistics r regression-models statistical-analysis
Language:R 2043
pycm
sepandhaghighi / pycm
Multi-class confusion matrix library in Python
accuracy ai artificial-intelligence classification confusion-matrix data data-analysis data-mining data-science deep-learning deeplearning evaluation machine-learning mathematics matrix ml multiclass-classification neural-network statistical-analysis statistics
Language:Python 1454
bambinos / bambi
BAyesian Model-Building Interface (Bambi) in Python.
bayesian-inference python regression-models statistical-analysis bayesian-statistics statistical-modeling
Language:Python 1083
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 746
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 413
maximtrp / scikit-posthocs
Multiple Pairwise Comparisons (Post Hoc) Tests in Python
posthoc-comparisons posthoc-tests python scikit statistical-analysis statistics stats
Language:Python 351
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 334
HdrHistogram / HdrHistogram_rust
A port of HdrHistogram to Rust
hdrhistogram profiling rust sampling statistical-analysis
Language:Rust 305
hfawaz / cd-diagram
Critical difference diagram with Wilcoxon-Holm post-hoc analysis.
benchmark classification comparison holm post-hoc ranking-algorithm statistical-analysis wilcoxon-test
Language:Python 258
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++ 240
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 239
data-science-toolkit
pmaji / data-science-toolkit
Collection of stats, modeling, and data science tools in Python and R.
classification data-mining data-science data-visualization distributional-analysis econometrics ggplot2 hypothesis-testing kolmogorov-smirnov logistic-regression machine-learning modeling natural-language-processing python r regression reinforcement-learning statistical-analysis statistics tidyverse
Language:HTML 212
al2na / methylKit
R package for DNA methylation analysis
genome-biology methylation statistical-analysis visualization
Language:R 210
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 206
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 205
theislab / scCODA
A Bayesian model for compositional single-cell data analysis
tensorflow compositional-changes statistical-analysis single-cell-rna-seq
Language:Jupyter Notebook 150
Lisp-Stat / lisp-stat
Lisp-Stat main system
statistical-analysis common-lisp
Language:Common Lisp 146
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 123
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 114
Tiger
hosseinmoein / Tiger
C++ Matrix -- High performance and accurate (e.g. edge cases) matrix math library with expression template arithmetic operators
cpp data-science determinant-calculation eigenvalues eigenvectors financial-engineering hessenberg-reduction lu-decomposition matrix matrix-calculations matrix-decompositions matrix-factorization matrix-math-library metaprogramming numerical-analysis qr-decomposition schur-decomposition single-value-decomposition statistical-analysis tridiagonal
Language:C++ 114
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# 101
StatKit
JimmyMAndersson / StatKit
A collection of statistical analysis tools for your Swift programs.
statistics swift protocol-oriented-programming statistical-analysis
Language:Swift 86
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 82
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 82
sankeshyadav98 / Google-Advanced-Data-Analytics-Professional-Certificate
The Google Advanced Data Analytics Certificate contains information on how to use machine learning, predictive modeling, and experimental design to collect and analyze large amounts of data, and prepare for jobs like Senior Data Analyst and Junior Data Scientist.
data-analysis data-science data-visualization exploratory-data-analysis juypter-notebook kaggle machine-learning predictive-modeling python-programming regression-models statistical-analysis tableau
Language:Jupyter Notebook 75
Patotricks15 / Ciencia-de-dados-projetos
Repository for my data science projects (Web scraping and automation + exploratory data analysis + machine learning + recommendation system)
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 73
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 70
UrbsLab / STREAMLINE
Simple Transparent End-To-End Automated Machine Learning Pipeline for Supervised Learning in Tabular Binary Classification Data
automl-pipeline binary-classification data-science data-visualization feature-selection imputation machine-learning model-application statistical-analysis supervised-learning
Language:Jupyter Notebook 68
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 66
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