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#data-science

Every repository in the public record carrying this tag — from its GitHub topics or the keywords its package registries publish. Health is measured under the same versioned methodology as the rest of the record.

218 records
Tagged “data-science”Ranked by health index
PyPI
89Excellenthealth index
feature-engine/feature_engine
Feature engineering and selection open-source Python library compatible with sklearn.
Python★ 2,280Sep 17, 2026
BSD-3-ClauseSep 17, 2026 · metrics 2.10.0
PyPI
89Excellenthealth index
urchade/GLiNER
Generalist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts)
Python★ 3,734↓ 660.9K/moSep 17, 2026
Apache-2.0Sep 17, 2026 · metrics 2.10.0
crates.io
88Excellenthealth index
CramBL/hdf5-pure
Pure Rust HDF5 implementation
Rust★ 38↓ 40.6K/moOct 21, 2026
Apache-2.0Oct 21, 2026 · metrics 2.10.0
PyPI
88Excellenthealth index
OpenDCAI/DataFlow
[SIGMOD'27] Easy Data Preparation with latest LLMs-based Operators and Pipelines.
Python★ 8,186Sep 19, 2026
Apache-2.0Sep 19, 2026 · metrics 2.10.0
PyPI
88Excellenthealth index
andrewbolster/bolster
Brain of Bolster, Be Ware
Python · Jupyter Notebook★ 3↓ 2,041/moSep 19, 2026
Custom licenseSep 19, 2026 · metrics 2.10.0
npm
88Excellenthealth index
astroautomata/SymbolicRegression.jl
Distributed High-Performance Symbolic Regression in Julia
Julia★ 804Sep 13, 2026
Apache-2.0Sep 13, 2026 · metrics 2.10.0
PyPI · npm
88Excellenthealth index
evidentlyai/evidently
Evidently is ​​an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.
Jupyter Notebook · Python★ 7,923Sep 17, 2026
Apache-2.0Sep 17, 2026 · metrics 2.10.0
PyPI
88Excellenthealth index
stumpy-dev/stumpy
STUMPY is a powerful and scalable Python library for modern time series analysis
Python★ 4,152Sep 17, 2026
Custom licenseSep 17, 2026 · metrics 2.10.0
PyPI
88Excellenthealth index
yzhao062/pyod
A Python library for anomaly detection across tabular, time series, graph, text, image, and audio data. 60+ detectors, benchmark-backed ADEngine orchestration, and an agentic workflow for AI agents.
Python★ 9,977↓ 5M/moAug 27, 2026
BSD-2-ClauseAug 27, 2026 · metrics 2.10.0
npm
87Excellenthealth index
LuxAlgo/PineTS
Run Pine Script® anywhere. PineTS is LuxAlgo's open-source Pine Script® runtime for Node.js and the browser.
TypeScript★ 880↓ 47.6K/moOct 20, 2026
AGPL-3.0Oct 20, 2026 · metrics 2.10.0
PyPI
87Excellenthealth index
edtechre/pybroker
Algorithmic Trading in Python with Machine Learning
Python★ 3,542Sep 17, 2026
Custom licenseSep 17, 2026 · metrics 2.10.0
PyPI · npm
87Excellenthealth index
explosion/spaCy
💫 Industrial-strength Natural Language Processing (NLP) in Python
Python · MDX · Cython★ 33.9KSep 16, 2026
MITSep 16, 2026 · metrics 2.10.0
PyPI
87Excellenthealth index
fedbiomed/fedbiomed
A collaborative learning framework for empowering biomedical research
Python · Jupyter Notebook★ 93↓ 101/moOct 22, 2026
Custom licenseOct 22, 2026 · metrics 2.10.0
Go · npm
87Excellenthealth index
goptics/vizb
One command turns CSV, JSON, or benchmark data into interactive, self-contained HTML charts. 8 types (Bar, Line, Scatter, Heatmap, Sankey, Chord, Pie, Radar) with 3D. Local CLI, Docker, and CI/CD.
Go · TypeScript★ 91Sep 9, 2026
MITSep 9, 2026 · metrics 2.10.0
PyPI · Maven · npm +1
87Excellenthealth index
h2oai/h2o-3
H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.
Jupyter Notebook · HTML · Java★ 7,495↓ 3,086/moAug 24, 2026
Apache-2.0Aug 24, 2026 · metrics 2.10.0
Maven · npm
87Excellenthealth index
haifengl/smile
Statistical Machine Intelligence & Learning Engine
Java★ 6,413Aug 28, 2026
Custom licenseAug 28, 2026 · metrics 2.10.0
PyPI · npm
87Excellenthealth index
mljar/mercury
Impress your boss and turn a Jupyter notebook into a beautiful, shareable web app — no callbacks, no frontend, no rewrite.
Python · TypeScript★ 4,351↓ 1,627/moAug 28, 2026
Apache-2.0Aug 28, 2026 · metrics 2.10.0
PyPI
87Excellenthealth index
scikit-learn-contrib/imbalanced-learn
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
Python★ 7,121↓ 12M/moAug 28, 2026
MITAug 28, 2026 · metrics 2.10.0
PyPI
86Excellenthealth index
GiacomoSaccaggi/scomp_link
End-to-end ML toolkit automating the complete workflow — data profiling, preprocessing, feature engineering, model selection, training, validation, explainability, drift monitoring, fairness checks, and interactive HTML reporting. Includes a full CLI for zero-code ML pipelines. Python 3.10+.
Python★ 12↓ 2,313/moSep 9, 2026
MITSep 9, 2026 · metrics 2.10.0
—
86Excellenthealth index
JuliaStats/Distributions.jl
A Julia package for probability distributions and associated functions.
Julia★ 1,199Sep 11, 2026
Custom licenseSep 11, 2026 · metrics 2.10.0
PyPI
86Excellenthealth index
brycewang-stanford/StatsPAI
StatsPAI is the first Agent-native Python library for causal inference and applied econometrics — unified API, broad cross-method coverage, structured result objects, machine-readable schemas, Skills, an MCP server, and R/Stata parity validation.
Python★ 328↓ 2,642/moOct 1, 2026
MITOct 1, 2026 · metrics 2.10.0
PyPI
86Excellenthealth index
mahmoud/boltons
🔩 Like builtins, but boltons. 250+ constructs, recipes, and snippets which extend (and rely on nothing but) the Python standard library. Nothing like Michael Bolton.
Python★ 6,917↓ 23.5M/moAug 27, 2026
Custom licenseAug 27, 2026 · metrics 2.10.0
PyPI
86Excellenthealth index
octopus-energy/tentaclio
Single repository regrouping IO connectors used in the data world.
Python★ 31↓ 927.9K/moOct 21, 2026
MITOct 21, 2026 · metrics 2.10.0
PyPI
84Excellenthealth index
aws/amazon-redshift-python-driver
Redshift Python Connector. It supports Python Database API Specification v2.0.
Python★ 220↓ 46.4M/moSep 17, 2026
Apache-2.0Sep 17, 2026 · metrics 2.10.0
PyPI · crates.io
84Excellenthealth index
pmgraham/datagrunt
Datagrunt is a Python library designed to simplify the way you work with CSV, Excel, Parquet, and PDF files. It provides a streamlined approach to reading, processing, and transforming your data into various formats, making data manipulation efficient and intuitive.
Python · Rust★ 13↓ 641/moOct 20, 2026
MITOct 20, 2026 · metrics 2.10.0
PyPI · crates.io
84Excellenthealth index
polakowo/vectorbt
The backtesting engine that gives you an unfair advantage. Run thousands of trading ideas before others finish one.
Python★ 9,110↓ 388.1K/moSep 17, 2026
Custom licenseSep 17, 2026 · metrics 2.10.0
PyPI
83Excellenthealth index
ContextLab/hypertools
A Python toolbox for gaining geometric insights into high-dimensional data
Python★ 1,888Sep 20, 2026
MITSep 20, 2026 · metrics 2.10.0
PyPI
83Excellenthealth index
Data-Centric-AI-Community/fg-data-profiling
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
Python★ 13.7K↓ 18K/moSep 17, 2026
MITSep 17, 2026 · metrics 2.10.0
Packagist
83Excellenthealth index
RubixML/ML
A high-level machine learning and deep learning library for the PHP language.
PHP★ 2,204↓ 56.9K/moSep 13, 2026
MITSep 13, 2026 · metrics 2.10.0