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1,587 repositories measured. Index updated 11 Oct 2026.

Python 608

JavaScript 248

HTML 195

TypeScript 189

C++ 147

C 140

Shell 135

Java 101

CSS 95

Go 72

Jupyter Notebook 69

Rust 64

SCSS 38

Ruby 35

PHP 34

Makefile 33

Dart 31

Julia 28

Scala 27

Kotlin 23

Dockerfile 22

Perl 21

CMake 20

Python 608

JavaScript 248

HTML 195

TypeScript 189

C++ 147

C 140

Shell 135

Java 101

CSS 95

Go 72

Jupyter Notebook 69

Rust 64

SCSS 38

Ruby 35

PHP 34

Makefile 33

Dart 31

Julia 28

Scala 27

Kotlin 23

Dockerfile 22

Perl 21

CMake 20

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221 repositories matchClear allProjects measured on 20 or more outside pull requests come first; a perfect record over a handful is partly luck.

cards table

holovizhvplot

1.4k

A high-level plotting API for pandas, dask, xarray, and networkx built on HoloViews

First reply: Mostly unanswered; 9 outside PRs
Merged: Not enough data; of 2 closed
Free issues: 0; available

PythonGSoC 2026

Updated 11 Oct 2026

holovizhvsampledata

Shared datasets for the HoloViz projects

First reply: Not enough data; 0 outside PRs
Merged

holovizpyviz_comms

Bidirectional communication for the HoloViz ecosystem

First reply: Not enough data; 0 outside PRs
Merged

holovizspatialpandas

313

Pandas extension arrays for spatial/geometric operations

First reply: Not enough data; 0 outside PRs
Merged

HSFiDDS

Intelligent Data Delivery Service

First reply: Mostly unanswered; 10 outside PRs
Merged

internetarchivebrozzler

821

brozzler - distributed browser-based web crawler

First reply: Not enough data; 4 outside PRs
Merged

iooscompliance-checker

133

Python tool to check your datasets against compliance standards

First reply: Not enough data; 4 outside PRs
Merged

iooserddapy

Python interface for ERDDAP

First reply: Not enough data; 0 outside PRs
Merged

ioosgliderpy

gliderpy is a thin wrapper around erddapy with custom methods and plotting functionality to browse, fetch, and plot glider data.

First reply: Not enough data; 0 outside PRs
Merged

ioosthredds_crawler

A crawler/parser for THREDDS catalogs

First reply: Not enough data; 0 outside PRs
Merged

jitsijiwer

933

Evaluate your speech-to-text system with similarity measures such as word error rate (WER)

First reply: Not enough data; 2 outside PRs
Merged

konflux-cikonflux-devlake-mcp

MCP server that bridges AI assistants with DevLake databases for natural language data querying and analysis.

First reply: Not enough data; 2 outside PRs
Merged

kubeflowmcp-apache-spark-history-server

204

MCP Server and CLI for Apache Spark History Server. Debug Spark applications from AI agents, scripts, or the terminal.

First reply: Not enough data; 1 outside PRs
Merged

malariagenanjl

A neighbour-joining library for Python.

First reply: Not enough data; 0 outside PRs
Merged

malariagenmalariagen-data-python

Analyse MalariaGEN data from Python

First reply: Not enough data; 2 outside PRs
Merged

malariagennumpydoc_decorator

Build numpy-style docstrings programmatically and apply them using a decorator.

First reply: Not enough data; 0 outside PRs
Merged

MDAnalysisGridDataFormats

GridDataFormats is a pure Python library to handle data on a regular grid using commonly used file formats in molecular simulations.

First reply: Not enough data; 1 outside PRs
Merged

MDAnalysishelanal

A package to characterise the geometry of protein helicies.

First reply: Not enough data; 1 outside PRs
Merged

MDAnalysismdadash

Dashboard for monitoring running MD simulations using streaming (GSoC 2026).

First reply: Not enough data; 1 outside PRs
Merged

MDAnalysismembrane-curvature

MDAnalysis tool to calculate membrane curvature.

First reply: Not enough data; 3 outside PRs
Merged

metabrainzartwork-redirect

URL redirect service for the coverartarchive.org

First reply: Not enough data; 0 outside PRs
Merged

metabrainzcritiquebrainz

Repository for Creative Commons licensed reviews

First reply: Not enough data; 1 outside PRs
Merged

metabrainzmbdata

116

MusicBrainz SQLAlchemy Models

First reply: Not enough data; 0 outside PRs
Merged

metabrainztroi-recommendation-playground

163

A recommendation engine playground that should hopefully make playing with music recommendations easy.

First reply: Not enough data; 3 outside PRs
Merged

ML4SCIDeepLense-AI-Scientist

Multi-agent framework for autonomously orchestrating scientific workflows in gravitational lensing research, built on Pydantic AI

First reply: Not enough data; 4 outside PRs
Merged

mofa-orgmofaclaw

MoFA's OpenClaw

First reply: Not enough data; 0 outside PRs
Merged

neuroinformatics-unitdatashuttle

Tool for the creation, validation and transfer of neuroscience project folders.

First reply: Not enough data; 1 outside PRs
Merged

neuroinformatics-unitderotation

Derotate images acquired via multiphoton calcium imaging

First reply: Not enough data; 1 outside PRs
Merged

neuroinformatics-unitethology

Mix-and-match computer vision tools for your animal behaviour analysis

First reply: Not enough data; 0 outside PRs
Merged

neuroinformatics-unitfancylog

Fancier logging with python.

First reply: Not enough data; 1 outside PRs
Merged

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