Top 23 statistical-analysis Open-Source Projects

• miller

  63 8,542 9.1 Go

  Miller is like awk, sed, cut, join, and sort for name-indexed data such as CSV, TSV, and tabular JSON

  Project mention: Qsv: Efficient CSV CLI Toolkit | news.ycombinator.com | 2023-12-22

• PyMC

  3 8,142 9.4 Python

  Bayesian Modeling and Probabilistic Programming in Python

  

• InfluxDB

  www.influxdata.com

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• git-quick-stats

  8 6,142 5.5 Shell

  ▁▅▆▃▅ Git quick statistics is a simple and efficient way to access various statistics in git repository.

• Tablesaw

  4 3,436 4.8 Java

  Java dataframe and visualization library

  

• DataFrame

  109 2,241 9.2 C++

  C++ DataFrame for statistical, Financial, and ML analysis -- in modern C++ using native types and contiguous memory storage

  Project mention: New multithreaded version of C++ DataFrame was released | news.ycombinator.com | 2024-02-13

• ggstatsplot

  1 1,919 7.3 R

  Enhancing {ggplot2} plots with statistical analysis 📊📣

• pycm

  18 1,428 5.0 Python

  Multi-class confusion matrix library in Python

  Project mention: PyCM 4.0 Released: Multilabel Confusion Matrix Support | /r/coolgithubprojects | 2023-06-07

• WorkOS

  workos.com

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• bambi

  5 1,009 7.9 Python

  BAyesian Model-Building Interface (Bambi) in Python.

  

  Project mention: Bayesian Structural Equation Modeling using blavaan | news.ycombinator.com | 2023-11-09

  It is much less challenging with Bambi[1] and brms[2].

    [1] https://bambinos.github.io/bambi/

• Morpheus

  0 237 0.0 Java

  The foundational library of the Morpheus data science framework

  

• volbx

  1 231 3.6 C++

  Graphical tool for data manipulation written in C++/Qt.

• ppi_py

  1 163 9.1 Python

  A package for statistically rigorous scientific discovery using machine learning. Implements prediction-powered inference.

  Project mention: Quant Research of the Week (5th Edition) | /r/quant | 2023-12-07

  Statistical ML Discovery: The article explores a machine learning package designed for accurate scientific discovery through statistical analysis. (2023-08-24, shares: 113.0)

• lisp-stat

  6 135 4.5 Common Lisp

  Lisp-Stat main system

  

• scCODA

  1 131 2.2 Jupyter Notebook

  A Bayesian model for compositional single-cell data analysis

  

• Tiger

  4 100 5.0 C++

  C++ Matrix -- High performance and accurate (e.g. edge cases) matrix math library with expression template arithmetic operators (by hosseinmoein)

• Network-Intrusion-Detection-Using-Machine-Learning

  1 97 1.8 Jupyter Notebook

  A Novel Statistical Analysis and Autoencoder Driven Intelligent Intrusion Detection Approach

• StatKit

  1 80 4.8 Swift

  A collection of statistical analysis tools for your Swift programs.

• datadoubleconfirm

  1 54 4.5 Jupyter Notebook

  Simple datasets and notebooks for data visualization, statistical analysis and modelling - with write-ups here: http://projectosyo.wix.com/datadoubleconfirm.

• leeger

  8 46 7.7 Python

  Instant stats for any fantasy football league.

• kalmanpy

  4 34 0.0 Python

  Implementation of Kalman Filter in Python

• data-frame

  2 25 4.4 Common Lisp

  Data frames for Common Lisp

  

  Project mention: Beaver: a common lisp library for data analysis and manipulation | /r/lisp | 2023-05-24

  Perhaps you'd learn more, and make a valuable community wide contribution by joining an existing project. Even writing tests is useful. Lisp-Stat has several issues that could be done by a newcomer, like improving summary functions, that would be useful to many, and you can learn a lot by reading the code of experienced lispers.

• STATS-PAL

  7 23 0.0 Python

  A relatively simple but powerful heuristic that can automate performance test result analysis by using powerful statistics.

• MTGO-Tracker

  2 11 7.3 Python

  MTGO-Tracker is an analytics tool used to process raw data for Magic: the Gathering Online. Players can import and parse log files created during online play and store resulting information into a local database for self-analysis.

• tsqsim

  4 7 0.7 C++

  Time Series Quick Simulator - able to perform time series analysis and to setup validation experiments.

• SaaSHub

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statistical-analysis related posts

• Ask HN: What Are You Learning?
  1 project | news.ycombinator.com | 16 Jul 2023
• PyCM 4.0 Released: Multilabel Confusion Matrix Support
  1 project | /r/coolgithubprojects | 7 Jun 2023
• PyCM 3.9 Released: Log-loss Support
  1 project | /r/coolgithubprojects | 4 May 2023
• how can I build a regression model which is penalised for moving away from an assumed set of coefficients?
  1 project | /r/rstats | 11 Apr 2023
• Personalized AI Communication in Healthcare: Our Latest Research Findings
  1 project | /r/datascience | 11 Apr 2023
• [R] Breaking Ground in Machine Learning for Healthcare: Our Paper on Personalized Communication for Breast Cancer Diagnosis at #CHI2023
  1 project | /r/MachineLearning | 10 Apr 2023
• Game History Log
  1 project | /r/MTGO | 8 Mar 2023
• A note from our sponsor - InfluxDB
  www.influxdata.com | 18 Apr 2024

  Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality. Learn more →

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