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The Top 350 Statistical Analysis Open Source Projects on Github
Categories
>
Mathematics
>
Statistical Analysis
Pymc
⭐
6,291
Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Aesara
Git Quick Stats
⭐
4,963
▁▅▆▃▅ Git quick statistics is a simple and efficient way to access various statistics in git repository.
Miller
⭐
4,906
Miller is like awk, sed, cut, join, and sort for name-indexed data such as CSV, TSV, and tabular JSON
Tablesaw
⭐
2,731
Java dataframe and visualization library
Gitinspector
⭐
1,997
📊 The statistical analysis tool for git repositories
Ggstatsplot
⭐
1,396
Enhancing `{ggplot2}` plots with statistical analysis 📊🎨📣
Dataframe
⭐
1,345
C++ DataFrame for statistical, Financial, and ML analysis -- in modern C++ using native types and contiguous memory storage
Pycm
⭐
1,199
Multi-class confusion matrix library in Python
Python For Probability Statistics And Machine Learning
⭐
423
Jupyter Notebooks for Springer book "Python for Probability, Statistics, and Machine Learning"
Atsd Use Cases
⭐
335
Axibase Time Series Database: Usage Examples and Research Articles
Expan
⭐
235
Open-source Python library for statistical analysis of randomised control trials (A/B tests)
Scikit Posthocs
⭐
224
Multiple Pairwise Comparisons (Post Hoc) Tests in Python
Morpheus Core
⭐
186
The foundational library of the Morpheus data science framework
Ee Outliers
⭐
178
Open-source framework to detect outliers in Elasticsearch events
Hdrhistogram_rust
⭐
176
A port of HdrHistogram to Rust
Data Science Toolkit
⭐
164
Collection of stats, modeling, and data science tools in Python and R.
Methylkit
⭐
118
R package for DNA methylation analysis
Sccoda
⭐
76
A statistical test for compositional changes in scRNA
Lisp Stat
⭐
57
Lisp-Stat main system
Ck Autotuning
⭐
57
CK automation actions to let users implement portable, customizable and reusable program workflows for reproducible, collaborative and multi-objective benchmarking, optimization and SW/HW co-design:
Matrix
⭐
55
C++ Matrix -- High performance and accurate (e.g. edge cases) matrix math library with expression template arithmetic operators
Metanumerics
⭐
50
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.
Webmc3
⭐
43
A web interface for exploring PyMC3 traces
Statkit
⭐
41
A collection of statistical analysis tools for your Swift programs.
Srqm
⭐
39
An introductory statistics course for social scientists, using Stata
Cd Diagram
⭐
37
Critical difference diagram with Wilcoxon-Holm post-hoc analysis.
Pyautofit
⭐
36
Loon
⭐
35
A Toolkit for Interactive Statistical Data Visualization
Datadoubleconfirm
⭐
35
Simple datasets and notebooks for data visualization, statistical analysis and modelling - with write-ups here: http://projectosyo.wix.com/datadoubleconfirm.
Kalepy
⭐
34
Kernel Density Estimation and (re)sampling
Powershell Statistics
⭐
33
Statistical analysis of data on the command line
Pydtmc
⭐
32
A framework for discrete-time Markov chains analysis.
Query2report
⭐
31
Query2Report is a simple open source business intelligence platform that allows users to build report/dashboard for business analytics or enterprise reporting
Boba
⭐
28
Specifying and executing multiverse analysis
Statistical Modeling Examples
⭐
28
Basic statistical modelling examples.
Wink Statistics
⭐
27
Fast & numerically stable statistical analysis
Kalmanpy
⭐
27
Implementation of Kalman Filter in Python
Deepstats
⭐
27
deepStats: a stastitical toolbox for deeptools and genomic signals
Calm
⭐
24
Conditional Associative Logic Memory
Treecut
⭐
23
Find nodes in hierarchical clustering that are statistically significant
Springboard Data Science Immersive
⭐
23
Mitre
⭐
22
The Microbiome Interpretable Temporal Rule Engine
Jupyter Notebooks Statistic Walk Throughs Using R
⭐
18
Jupyter notebooks with examples of statistical methods and analyses using R.
Binninganalysis.jl
⭐
17
Statistical standard error estimation tools for correlated data
Microscope
⭐
17
ChIP-seq/RNA-seq analysis software suite for gene expression heatmaps
Titanic_survival_exploration
⭐
16
Udacity Machine Learning Nano degree Program Project Predicting Passenger Survival
Data Scientist In Python
⭐
15
This repository contains notes and projects of Data scientist track from dataquest course work.
Experimentaldesign.jl
⭐
14
Design of Experiments in Julia
Statisticalhypothesistests
⭐
13
統計的仮説検定&信頼区間推定用スクリプトまとめ
Kitsu Season Trends
⭐
13
🦊 Kitsu seasonal anime trends
Id2t
⭐
13
Official ID2T repository. ID2T creates labeled IT network datasets that contain user defined synthetic attacks.
Nemene
⭐
13
A practical nonparametric statistical tests library for JavaScript
Lfq Analyst
⭐
12
The repo for LFQ-Analyst
Thermodynamicanalyticstoolkit
⭐
12
Sampling-based approach to analyse neural networks using TensorFlow
Appliedstats
⭐
12
A repo with homeworks and labs from a course on applied stats taken by me during my bachelor's degree in MIPT, Ru. Course authors: Andrii Hraboviy, @andriygav and Oleg Bakhteev, @bahleg.
Uoft_sta130
⭐
11
Introduction to Statistical Reasoning and Data Science
Mlr
⭐
11
Multiple linear regression with statistical inference, residual analysis, direct CSV loading, and other features
Reinvent2020 Aim404 Productionize R Using Amazon Sagemaker
⭐
11
Customers using R can run simulation and machine learning securely and at scale with Amazon SageMaker while also reducing the cost of development by using the fully elastic resources in the cloud. In this demo, learn how to build, train, and deploy statistical and ML models in R at scale using Amazon SageMaker from your IDE.
Atomai
⭐
11
Deep and machine learning for atomic-scale and mesoscale data
Pomashiny
⭐
11
🍎 Web-based User-friendly Workflow for Metabolomics and Proteomics Data Analysis
Mcmcdiagnostictools.jl
⭐
11
Srm
⭐
10
This Chrome Extension automatically performs SRM checks and flags potential data quality issues on supported experimentation platforms.
Ciencia De Dados Projetos
⭐
10
Repositório para meus projetos de ciência de dados (Web scraping e automação + análise exploratória de dados + machine learning + sistema de recomendação)
Roaster
⭐
10
R - Fetch, build and deploy.
Whatscloud
⭐
10
WhatsCloud is an android app which allows you to analyze your WhatsApp chat history on the fly with only one click
Est Computacional 2019
⭐
10
Class notes for the computational statistics class (Spanish), master in Data Science ITAM
Edx
⭐
10
Data Science courses in R from HarvardX
Statistics
⭐
10
A Crystal shard to perform descriptive statistics and sampling on popular distributions
Chinaipo Statistic
⭐
9
📊 新三板企业相关数据分析
Hilostwitter
⭐
9
Códigos R de los hilos de Twitter (R codes of Twitter activity) https://twitter.com/dadosdelaplace
Spotifystatistics
⭐
9
Personalized stats for your Spotify profile.
Triceratops
⭐
9
Tool for Rating Interesting Candidate Exoplanets and Reliability Analysis of Transits Originating from Proximate Stars
Anki_revlog_analysis
⭐
8
Anki 复习数据处理与分析
Statistics For Data Science
⭐
8
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.
Imap4
⭐
8
iMap4 - Spatial mapping of eye movement data (e.g., fixation map) using Linear Mixed Models
Data Analysis And Visualization Training
⭐
8
Data Analysis and Visualization Training for computer science students.
Doex
⭐
8
Python library for Design and Analysis of Experiments
Terapca
⭐
8
TeraPCA is a multithreaded C++ software suite based on Intel's MKL library (or any other BLAS and/or LAPACK distribution). TeraPCA features no dependencies to external libraries and combines the robustness of subspace iteration with the power of randomization.
Network Intrusion Detection Using Machine Learning
⭐
8
A Novel Statistical Analysis and Autoencoder Driven Intelligent Intrusion Detection Approach
P2n V3
⭐
8
Open source patent analytics toolkit
Autostopwordgen
⭐
7
stopwordgen automatically builds the stop words for a given dataset.
Shingho
⭐
7
Shingho is a PySpark based statistical library designed for Big Data applications.
Volbx
⭐
7
Graphical tool for data manipulation written in C++/Qt
Covid19rj
⭐
7
Repositório da iniciativa COVID19: Observatório Fluminense, com dados, gráficos e relatórios sobre a evolução pandemia de COVID-19, com especial interesse no Estado do RJ.
Dgoogleanalytics
⭐
7
Classe criada para facilitar a integração do Delphi com Google Analytics
Sparklyr.flint
⭐
7
Sparklyr extension making Flint time series library functionalities (https://github.com/twosigma/flint) easily accessible through R
Fhirextinguisher
⭐
7
FHIR Search Interface & Flatten FHIR resources into CSVs/DataFrames using FHIRPath.
Bitcoin Analysis
⭐
6
Compile, analyse, plot cryptocurrency protocols, networks, marketplaces
Datascience_in_small_notes
⭐
6
Some little notes from the author for everyone who wants to know or learn about the process that a data scientist must do from the beginning of data collection to making predictions with a model that has been built. These notes are based on the knowledge that the authors have learned and implemented. Enjoy it!
Wilson Interval
⭐
6
A comprehensive module used to calculate the high bound, low bound, and center of a Wilson score interval.
Risk_calculation_using_backward_elimination_algorithm_in_life_insurance
⭐
6
Implementation of backward elimination algorithm used for dimensionality reduction for improving the performance of risk calculation in life insurance industry.
Shinybrms
⭐
6
An R package providing a GUI ('shiny' app) for the R package 'brms'.
Netodyssey
⭐
6
A C# tool to compute windowed statistical estimations of network traffic.
Camps
⭐
6
Community Atmospheric Model Post-Processing System
Randomjs
⭐
6
A JavaScript module for generating random seeded distributions and its statistical analysis.
Iv And Woe Python
⭐
6
This repository contains analysis of churn in telephone service company (using IV and WOE), comparison of effect size and information value and quick tutorial how to use information value module (created for this analysis).
Pdsphere
⭐
6
A Riemannian framework for statistical analysis of topological persistence diagrams
Mentalhealthdataanalysis
⭐
6
Data Analysis on Mental Health.
Batbstats
⭐
6
🛹 A GraphQL API for Battle at the Berrics data
Infectious_disease_predictability
⭐
6
Code and data for On the Predictability of Infectious Disease Outbreaks by SV Scarpino & G Petri
1-100 of 350 projects
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📦 81
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📦 60
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📦 60
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📦 74
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📦 39
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📦 167
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📦 197
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📦 266
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📦 132
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📦 60
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📦 198
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📦 103
Hardware
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Lists Of Projects
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Mathematics
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Media
📦 228
Messaging
📦 97
Networking
📦 304
Operating Systems
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Operations
📦 120
Package Managers
📦 52
Programming Languages
📦 229
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Science
📦 42
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📦 375
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📦 68
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📦 57
Software Quality
📦 127
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📦 45
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📦 131
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📦 310
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📦 194
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