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#data-science (30 Repositories)

Ranked open-source repositories tagged with #data-science, scored by pull request acceptance likelihood and maintainer engagement velocity.

Topic Avg Merge Rate

86.9%

Avg Review Latency

51.2h

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30 repositories tagged #data-science

B TierGo 868

bacalhau-project/bacalhau

Community-driven, simple, yet powerful framework for fast, cost-effective distributed Compute over Data.

96.0%
Merge Rate
<1h
First Review
100%
1st-Timers
0
Maintainers
B TierPython 137

cogent3/cogent3

Comparative Genomics Toolkit 3

98.2%
Merge Rate
<1h
First Review
100%
1st-Timers
1
Maintainers
S TierTypeScript 6.5k

opengeos/GeoLibre

A lightweight, cloud-native GIS platform for visualizing, exploring, and analyzing geospatial data. It runs in the web browser, on the desktop, on mobile, and inside Jupyter notebooks.

95.3%
Merge Rate
12h
First Review
71%
1st-Timers
15
Maintainers
S TierPython 3.3k

opengeos/geoai

GeoAI: Artificial Intelligence for Geospatial Data

96.7%
Merge Rate
7h
First Review
100%
1st-Timers
2
Maintainers
S TierR 241 3 GFIs

PecanProject/pecan

The Predictive Ecosystem Analyzer (PEcAn) is an integrated ecological bioinformatics toolbox.

100.0%
Merge Rate
<1h
First Review
100%
1st-Timers
2
Maintainers
S TierPython 4.1k 3 GFIs

stumpy-dev/stumpy

STUMPY is a powerful and scalable Python library for modern time series analysis

81.8%
Merge Rate
<1h
First Review
67%
1st-Timers
3
Maintainers
S TierPython 244

neo4j/graph-data-science-client

A Python client for the Neo4j Graph Data Science (GDS) library

90.3%
Merge Rate
16h
First Review
86%
1st-Timers
11
Maintainers
B TierPython 3.6k

rio-labs/rio

WebApps in pure Python. No JavaScript, HTML and CSS needed

96.8%
Merge Rate
8h
First Review
100%
1st-Timers
1
Maintainers
A TierPython 482

aristoteleo/PantheonOS

A general, evolvable, and distributed agent framework & harness for data science.

91.8%
Merge Rate
4d
First Review
50%
1st-Timers
3
Maintainers
B TierJUJulia 1.9k

JuliaAI/MLJ.jl

A Julia machine learning framework

100.0%
Merge Rate
3h
First Review
100%
1st-Timers
0
Maintainers
B TierGo 142

goplus/ixgo

The Go/XGo Interpreter

92.3%
Merge Rate
2d
First Review
100%
1st-Timers
1
Maintainers
A TierScala 276

apache/texera

Human-AI Collaborative Data Science Using Visual Workflows

81.9%
Merge Rate
14h
First Review
58%
1st-Timers
34
Maintainers
B TierPython 245

AlertaDengue/PySUS

Library to download, clean and analyze openly available datasets from Brazilian Universal health system, SUS.

81.0%
Merge Rate
<1h
First Review
33%
1st-Timers
1
Maintainers
A TierPython 11.6k

statsmodels/statsmodels

Statsmodels: statistical modeling and econometrics in Python

85.7%
Merge Rate
19h
First Review
73%
1st-Timers
45
Maintainers
B TierPython 188

SkBlaz/py3plex

Py3plex - A multilayer complex network visualization and analysis library in python3

100.0%
Merge Rate
1d
First Review
100%
1st-Timers
1
Maintainers
B TierPython 457

girder/girder

A data management platform for the web, developed by Kitware

95.7%
Merge Rate
6d
First Review
100%
1st-Timers
1
Maintainers
B TierPython 648

faridrashidi/cnsplots

🎨 Toolkit for generating publication-quality plots for Cell, Nature and Science journals

95.7%
Merge Rate
8d
First Review
100%
1st-Timers
1
Maintainers
A TierPython 386

igerber/diff-diff

Difference-in-Differences causal inference in Python. Callaway-Sant'Anna, Synthetic DiD, Honest DiD, event studies. sklearn-like API, validated against R.

96.8%
Merge Rate
11d
First Review
100%
1st-Timers
2
Maintainers
A TierKotlin 1.1k 1 GFIs

Kotlin/dataframe

Kotlin DataFrame: typesafe in-memory structured data processing for JVM

83.7%
Merge Rate
19h
First Review
57%
1st-Timers
11
Maintainers
A TierPython 22.5k 5 GFIs

marimo-team/marimo

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

79.0%
Merge Rate
3d
First Review
56%
1st-Timers
61
Maintainers
A TierGo 7.3k 14 GFIs

flyteorg/flyte

Dynamic, resilient AI orchestration. Coordinate data, models, and compute as you build AI workflows.

75.2%
Merge Rate
2d
First Review
64%
1st-Timers
35
Maintainers
B TierPython 881 1 GFIs

nolabs-ai/deepfabric

Generate High-Quality Synthetics, Train, Measure, and Evaluate in a Single Pipeline

54.9%
Merge Rate
<1h
First Review
100%
1st-Timers
1
Maintainers
A TierPython 246 4 GFIs

helmholtz-analytics/heat

Distributed tensors and Machine Learning framework with GPU and MPI acceleration in Python

76.4%
Merge Rate
19h
First Review
43%
1st-Timers
10
Maintainers
B TierJUJulia 108

JuliaML/TableTransforms.jl

Transforms and pipelines with tabular data in Julia

100.0%
Merge Rate
12d
First Review
100%
1st-Timers
1
Maintainers
A TierJUJulia 4.7k

FluxML/Flux.jl

Relax! Flux is the ML library that doesn't make you tensor

80.0%
Merge Rate
1d
First Review
100%
1st-Timers
6
Maintainers
A TierPython 74.5k 1 GFIs

apache/superset

Apache Superset is a Data Visualization and Data Exploration Platform

72.1%
Merge Rate
12h
First Review
54%
1st-Timers
90
Maintainers
A TierPython 1.6k

pixeltable/pixeltable

Unified multimodal backend for AI data apps

73.6%
Merge Rate
19h
First Review
43%
1st-Timers
10
Maintainers
A TierPython 407

awesomedata/apd-core

Core meta for awesome-public-datasets. Contribute new data here!

77.9%
Merge Rate
18h
First Review
100%
1st-Timers
21
Maintainers
A TierJUJulia 160

oxinabox/DataDeps.jl

reproducible data setup for reproducible science

85.7%
Merge Rate
<1h
First Review
100%
1st-Timers
5
Maintainers
A TierTypeScript 11.0k 1 GFIs

voxel51/fiftyone

Refine high-quality datasets and visual AI models

73.6%
Merge Rate
5d
First Review
70%
1st-Timers
26
Maintainers