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Statistical Analysis

44 projects

Showing 36 of 44 projects

git-quick-stats
git-quick-statsShell

A command-line tool that provides simple and efficient access to various statistics in git repositories.

#statistical-analysis#version-control#developer-tools
Stars7.0k
Forks282
Last commit1 month ago
Oryx
OryxJupyter Notebook

A library for probabilistic reasoning and statistical analysis integrated with TensorFlow and JAX.

#statistical-analysis#variational-inference#jax
Stars4.4k
Forks1.1k
Last commit27 days ago
Tablesaw
TablesawJava

A Java dataframe and visualization library for data loading, cleaning, transformation, and analysis.

#statistical-analysis#chart#data-science
Stars3.8k
Forks649
Last commit3 months ago
Machine Learning For Hackers <img class="emoji" alt="heart" src="https://cdn.jsdelivr.net/gh/qinwf/awesome-R@3c66da6e291bcc0520b1649125b0bed750896a9a/heart.png" height="20" align="absmiddle" width="20">
Machine Learning For Hackers <img class="emoji" alt="heart" src="https://cdn.jsdelivr.net/gh/qinwf/awesome-R@3c66da6e291bcc0520b1649125b0bed750896a9a/heart.png" height="20" align="absmiddle" width="20">R

R code examples from the 'Machine Learning for Hackers' book, demonstrating practical machine learning techniques.

#code-examples#statistical-analysis#practical-ml
Stars3.7k
Forks2.2k
Last commit
AnomalyDetection <img class="emoji" alt="heart" src="https://cdn.jsdelivr.net/gh/qinwf/awesome-R@3c66da6e291bcc0520b1649125b0bed750896a9a/heart.png" height="20" align="absmiddle" width="20">
AnomalyDetection <img class="emoji" alt="heart" src="https://cdn.jsdelivr.net/gh/qinwf/awesome-R@3c66da6e291bcc0520b1649125b0bed750896a9a/heart.png" height="20" align="absmiddle" width="20">R

An R package for robust anomaly detection in time series and vectors, handling seasonality and trend.

#statistical-analysis#r-package#robust-statistics
Stars3.6k
Forks764
Last commit
SweetViz
SweetVizPython

A Python library for automated exploratory data analysis (EDA) with high-density visualizations and target analysis in two lines of code.

#statistical-analysis#data-science#automated-reporting
Stars3.1k
Forks287
Last commit1 month ago
rspamd
rspamdC

An advanced spam filtering system and email processing framework that evaluates messages using regex, statistical analysis, and custom services.

#spam-filter#statistical-analysis#lua-scripting
Stars2.5k
Forks474
Last commit1 day ago
ggstatsplot
ggstatsplotR

An R package that extends ggplot2 to create publication-ready graphics with statistical details embedded directly in the plots.

#regression-analysis#scientific-visualization#statistical-analysis
Stars2.2k
Forks203
Last commit
PHPBench
PHPBenchPHP

A PHP benchmarking framework for performance testing, analogous to PHPUnit but for measuring execution time and memory usage.

#statistical-analysis#performance-testing#dev-tools
Stars2.0k
Forks132
Last commit1 day ago
boruta_py
boruta_pyPython

Python implementation of the Boruta all-relevant feature selection method with scikit-learn compatibility.

#statistical-analysis#random-forest#ensemble-methods
Stars1.6k
Forks266
Last commit6 months ago
PyCM
PyCMPython

A comprehensive Python library for generating and analyzing multi-class confusion matrices with extensive statistical metrics.

#classification-metrics#statistical-analysis#ai
Stars1.5k
Forks125
Last commit2 days ago
lingua-go
lingua-goGo

The most accurate natural language detection library for Go, excelling with short text and mixed-language content.

#statistical-analysis#language-identification#language-recognition
Stars1.3k
Forks79
Last commit1 year ago
Statistically Likely Usernames
Statistically Likely UsernamesPython

Wordlists for statistically likely usernames, optimized for horizontal password attacks and security testing.

#statistical-analysis#horizontal-attack#penetration-testing
Stars1.3k
Forks159
Last commit
luminol
luminolPython

A lightweight Python library for anomaly detection and correlation in time series data, enabling root cause analysis.

#statistical-analysis#correlation-analysis#python-library
Stars1.2k
Forks217
Last commit9 months ago
Datumbox
DatumboxJava

An open-source Java framework for rapid development of machine learning and statistical applications with large dataset support.

#regression-analysis#statistical-analysis#large-datasets
Stars1.1k
Forks280
Last commit2 years ago
DataSketches
DataSketchesJava

A Java library of stochastic streaming algorithms (sketches) for approximate analysis of massive datasets.

#statistical-analysis#data-sketching#java-library
Stars954
Forks222
Last commit4 days ago
Celero
CeleroC++

A C++14 library for authoring and executing benchmarks with a GoogleTest-like API, supporting statistical analysis and performance tracking.

#statistical-analysis#cplusplus-14#c-plus-plus
Stars861
Forks96
Last commit2 months ago
JSAT
JSATJava

A pure Java machine learning library with no external dependencies, offering a wide collection of algorithms and parallel execution support.

#gpl-licensed#statistical-analysis#parallel-computing
Stars795
Forks207
Last commit3 years ago
BreakoutDetection <img class="emoji" alt="heart" src="https://cdn.jsdelivr.net/gh/qinwf/awesome-R@3c66da6e291bcc0520b1649125b0bed750896a9a/heart.png" height="20" align="absmiddle" width="20">
BreakoutDetection <img class="emoji" alt="heart" src="https://cdn.jsdelivr.net/gh/qinwf/awesome-R@3c66da6e291bcc0520b1649125b0bed750896a9a/heart.png" height="20" align="absmiddle" width="20">C++

An R package for detecting statistically significant breakpoints in time series using robust energy statistics.

#statistical-analysis#r-package#data-science
Stars762
Forks179
Last commit
rio
rioR

An R package that simplifies data import and export by automatically selecting the correct function based on file extension.

#stata#statistical-analysis#spss
Stars619
Forks77
Last commit2 months ago
ggfortify
ggfortifyR

Unified ggplot2 interface for visualizing statistical results from popular R packages.

#statistical-analysis#r-package#survival-analysis
Stars539
Forks68
Last commit7 months ago
ESEUR
ESEURR

Code and data repository for reproducing examples from 'Evidence-based Software Engineering' book using publicly available data.

#statistical-analysis#cognitive-capitalism#r-language
Stars422
Forks48
Last commit3 months ago
Nonius
NoniusC++

A header-only C++ micro-benchmarking framework for statistically rigorous performance measurement of small code snippets.

#statistical-analysis#c-plus-plus#testing
Stars367
Forks48
Last commit6 years ago
ehrapy
ehrapyPython

A modular Python framework for exploratory analysis of heterogeneous epidemiological and electronic health record (EHR) data.

#epidemiology#statistical-analysis#scverse
Stars352
Forks47
Last commit5 days ago
R package
R packageR

R package containing datasets and code examples for the book 'Statistical Analysis of Network Data with R, 2nd Edition'.

#statistical-analysis#igraph#r-package
Stars301
Forks188
Last commit6 years ago
clml
clmlCommon Lisp

A high-performance, large-scale statistical machine learning library written in Common Lisp.

#statistical-analysis#dimensionality-reduction#classification
Stars267
Forks35
Last commit4 years ago
PyODDS
PyODDSPython

An end-to-end Python outlier detection system with database support, automated machine learning, and unified APIs for statistical, ML, and deep learning models.

#statistical-analysis#database#python-library
Stars255
Forks39
Last commit3 years ago
TracerBench
TracerBenchTypeScript

A Node.js library for automated Chrome tracing and statistical analysis to benchmark web performance.

#statistical-analysis#chrome#web-performance
Stars251
Forks29
Last commit3 years ago
Stylo
StyloR

An R package with GUI for computational stylistics and authorship attribution through statistical text analysis.

#statistical-analysis#stylometry#r-package
Stars216
Forks50
Last commit11 days ago
visualize_ML
visualize_MLPython

A Python package for automated univariate and bivariate data analysis and visualization to streamline machine learning workflows.

#statistical-analysis#statisics#feature-selection
Stars205
Forks29
Last commit9 years ago
brainGraph
brainGraphR

An R package for performing graph theory analyses of brain MRI data from structural, DTI, and resting-state fMRI connectivity.

#statistical-analysis#neuroscience#neuroscience-research
Stars195
Forks53
Last commit2 years ago
HdrHistogram.NET
HdrHistogram.NETC#

A .NET library for high-dynamic-range histograms to accurately record and analyze latency and performance measurements.

#statistical-analysis#response-time-analysis#metrics-collection
Stars183
Forks32
Last commit
TIQ-test
TIQ-testR

A tool for data visualization and statistical analysis of threat intelligence indicator feeds to measure their quality and effectiveness.

#statistical-analysis#security-analytics#data-science
Stars178
Forks44
Last commit10 years ago
DistributedR
DistributedRR

A scalable high-performance platform for R that enables large-scale machine learning, statistical analysis, and graph processing across clusters.

#statistical-analysis#graph-processing#high-performance-computing
Stars162
Forks54
Last commit
dendextend
dendextendR

An R package for visualizing, adjusting, and comparing hierarchical clustering dendrograms.

#statistical-analysis#dendrogram#r-package
Stars160
Forks31
Last commit4 months ago
Streaming Histograms
Streaming HistogramsJava

A Clojure/Java library for streaming, one-pass histograms that approximate data distributions for learning, visualization, and analysis.

#statistical-analysis#java-library#parallel-algorithms
Stars159
Forks25
Last commit
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