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221 projects

Showing 36 of 221 projects

Math.NET Numerics
Math.NET NumericsC#

An open-source numerical library for .NET and Mono providing algorithms for scientific computing, linear algebra, statistics, and more.

#scientific-computing#fft#statistics
Stars3.8k
Forks936
Last commit1 year ago
simple-statistics
simple-statisticsJavaScript

A lightweight, dependency-free JavaScript library for descriptive, regression, and inference statistics.

#statistics#math#inference
Stars3.5k
Forks233
Last commit16 days ago
MNE-Python
MNE-PythonPython

MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python

#magnetoencephalography#neuroscience#electrocorticography
Stars3.5k
Forks1.6k
Last commit17 hours ago
Laravel Analytics
Laravel AnalyticsPHP

A Laravel package for retrieving Google Analytics data, including pageviews, visitors, and top pages, with a fluent API.

#google-analytics#analytics-integration#laravel
Stars3.2k
Forks471
Last commit28 days ago
xLearn
xLearnC++

A high-performance, easy-to-use, and scalable machine learning package for linear models, factorization machines, and field-aware factorization machines.

#ffm#high-performance#python-library
Stars3.1k
Forks515
Last commit2 years ago
stats
statsGo

A comprehensive, dependency-free statistics library for Go with extensive mathematical functions and thorough testing.

#regression-analysis#mathematics#statistics
Stars3.0k
Forks174
Last commit7 days ago
ml.js
ml.jsJavaScript

A comprehensive collection of machine learning algorithms and mathematical utilities implemented in JavaScript for browser and Node.js.

#browser-ml#regression-analysis#data-science
Stars2.7k
Forks210
Last commit1 year ago
Split
SplitRuby

A Rack-based A/B testing framework for Ruby web applications, designed to work with Rails, Sinatra, or any Rack-based app.

#experimentation#rails#redis
Stars2.7k
Forks369
Last commit3 days ago
lifelines
lifelinesPython

A pure Python library for survival analysis, modeling time-to-event data with censoring.

#maximum-likelihood#kaplan-meier#data-science
Stars2.6k
Forks574
Last commit4 months ago
hyperlearn
hyperlearnJupyter Notebook

HyperLearn provides 2-2000x faster machine learning algorithms with 50% less memory usage, optimized for all hardware.

#parallel-computing#high-performance#python-library
Stars2.5k
Forks164
Last commit1 year ago
MathPHP
MathPHPPHP

A comprehensive, self-contained mathematics library for PHP with no external dependencies, covering algebra, statistics, linear algebra, and numerical analysis.

#information-theory#scientific-computing#mathematics
Stars2.4k
Forks239
Last commit4 months ago
Probability and Statistics Cookbook
Probability and Statistics CookbookTeX

A concise mathematical reference covering essential topics in probability theory and statistics.

#data-science#statistics#probability-theory
Stars2.3k
Forks345
Last commit3 years ago
Curated list of R tutorials for Data Science, NLP and Machine Learning
Curated list of R tutorials for Data Science, NLP and Machine LearningR

A curated collection of R tutorials, packages, and resources for Data Science, NLP, and Machine Learning.

#data-science#statistics#r-programming
Stars2.1k
Forks878
Last commit
PyFlux
PyFluxPython

An open-source Python library for probabilistic time series modeling with both frequentist and Bayesian inference methods.

#state-space-models#probabilistic-modeling#python-library
Stars2.1k
Forks244
Last commit2 years ago
MLJ
MLJJulia

A Julia machine learning framework providing a unified interface and meta-algorithms for over 200 models.

#scientific-computing#julia#pipelines
Stars1.9k
Forks158
Last commit18 hours ago
DataFrames
DataFramesJulia

A flexible and fast package for in-memory tabular data manipulation and analysis in the Julia programming language.

#hacktoberfest#julia#missing-data
Stars1.8k
Forks372
Last commit15 days ago
benchmark-ips
benchmark-ipsRuby

A Ruby gem that benchmarks code performance in iterations per second with automatic iteration scaling.

#statistics#iterations-per-second#profiling
Stars1.8k
Forks104
Last commit1 month ago
Maloja
MalojaPython

A self-hosted music scrobble database for creating personal listening statistics and charts.

#music#music-tracking#api
Stars1.8k
Forks90
Last commit1 year ago
Awesome Data Analysis
Awesome Data Analysis

A curated collection of 500+ resources for data analysis and data science, covering Python, SQL, ML, visualization, roadmaps, and interview prep.

#educational-resources#data-science#statistics
Stars1.7k
Forks248
Last commit1 month ago
mlr
mlrR

A unified interface and infrastructure for machine learning in R, supporting classification, regression, clustering, and survival analysis.

#hyperparameter-tuning#feature-selection#r-package
Stars1.7k
Forks402
Last commit11 months ago
goml
gomlGo

A Go machine learning library with online learning capabilities and a variety of implemented models.

#text-classification#data-science#statistics
Stars1.6k
Forks133
Last commit4 years ago
imodels
imodelsJupyter Notebook

A Python package for concise, transparent, and accurate predictive modeling with sklearn-compatible interpretable models.

#ai#rule-based-models#data-science
Stars1.6k
Forks139
Last commit1 month ago
FP with games in Elm
FP with games in ElmPython

A collection of programming articles covering C++, Elm, Haskell, Kotlin, statistics, and software development concepts.

#haskell#functional-programming#articles
Stars1.6k
Forks91
Last commit6 months ago
benchee
bencheeElixir

An easy and extensible benchmarking library for Elixir that provides comprehensive statistics and memory measurements.

#functional-programming#elixir#plugin-system
Stars1.5k
Forks70
Last commit1 month 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
Forks126
Last commit11 days ago
eBay's TSV utilities
eBay's TSV utilitiesD

A suite of high-performance command line tools for filtering, summarizing, joining, and manipulating large tabular data files.

#delimited-files#command-line-tools#data-science
Stars1.5k
Forks83
Last commit3 years ago
dataframe-go
dataframe-goGo

A lightweight and intuitive Go library for data manipulation, statistics, and machine learning using DataFrames.

#data-science#statistics#dataframe
Stars1.3k
Forks100
Last commit4 years ago
rusty-machine
rusty-machineRust

A general-purpose machine learning library for Rust, focusing on speed and ease of use with minimal dependencies.

#data-science#statistics#neural-networks
Stars1.3k
Forks150
Last commit6 years ago
Distributions
DistributionsJulia

A comprehensive Julia package for probability distributions, providing properties, PDFs, sampling, and maximum likelihood estimation.

#julia#data-science#statistics
Stars1.2k
Forks443
Last commit23 days ago
Vince's CSV Parser
Vince's CSV ParserC++

A high-performance, fully-featured CSV parser and serializer for modern C++ with streaming, random access, and robust format handling.

#csv-reader#tab-separated#high-performance
Stars1.1k
Forks200
Last commit
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
Forks279
Last commit2 years ago
daru
daruRuby

A Ruby library for data analysis with DataFrame and Vector structures, offering storage, manipulation, and visualization.

#scientific-computing#vector#statistics
Stars1.1k
Forks140
Last commit2 years ago
graspologic
graspologicPython

A Python package providing specialized statistical algorithms for graph and network analysis.

#graph#networks#data-science
Stars1.0k
Forks173
Last commit1 month ago
Deedle
DeedleF#

A .NET library for data and time series manipulation with structured data frames, designed for scientific programming.

#exploratory-programming#finance#statistics
Stars1.0k
Forks193
Last commit1 month ago
SciRuby
SciRubyRuby

A meta gem that bundles scientific computing and visualization libraries for Ruby, enabling data analysis and plotting.

#scientific-computing#data-science#statistics
Stars1.0k
Forks79
Last commit6 years ago
FieldTrip
FieldTripMATLAB

A MATLAB toolbox for advanced analysis of MEG, EEG, and iEEG data, developed at the Donders Institute.

#ecog#beamformer#neuroscience-research
Stars980
Forks768
Last commit21 hours ago
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