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#model-selection

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.

10 records
Tagged “model-selection”Ranked by health index
crates.io
91Excellenthealth index
smartcorelib/smartcore
A comprehensive library for machine learning and numerical computing. Apply Machine Learning with Rust leveraging first principles.
Rust★ 967↓ 48.6K/moOct 20, 2026
Apache-2.0Oct 20, 2026 · metrics 2.10.0
PyPI · npm
87Excellenthealth index
rodrigo-arenas/Sklearn-genetic-opt
Hyperparameter optimization and feature selection for scikit-learn using evolutionary algorithms. A modern alternative to GridSearchCV and RandomizedSearchCV.
Python★ 390↓ 2,817/moOct 10, 2026
MITOct 10, 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
PyPI
86Excellenthealth index
hyperopt/hyperopt
Distributed Asynchronous Hyperparameter Optimization in Python
Python · Jupyter Notebook★ 7,597Sep 17, 2026
Custom licenseSep 17, 2026 · metrics 2.10.0
PyPI · npm
71Goodhealth index
nathanramoscfa/roadmodel
Recommends the right AI model, platform, and settings for any prompt — grounded in public benchmarks and per-category ratings. BYO-key CLI, MCP server, and web app.
Python · TypeScript★ 1↓ 593/moSep 13, 2026
Apache-2.0Sep 13, 2026 · metrics 2.10.0
PyPI
69Goodhealth index
Oxid15/cascade
Small-scale MLOps library
Python★ 21↓ 373/moSep 26, 2026
Apache-2.0Sep 26, 2026 · metrics 2.10.0
PyPI
67Goodhealth index
xorbitsai/xrouter-llm
A prompt-aware LLM router that predicts which models can complete each request, then selects the cheapest capable one: 53.2% lower cost and +1.9 pts completion on our tested dataset.
Python★ 40↓ 15.5K/moOct 10, 2026
Custom licenseOct 10, 2026 · metrics 2.10.0
PyPI
34At Riskhealth index
DistrictDataLabs/yellowbrick
Visual analysis and diagnostic tools to facilitate machine learning model selection.
Python★ 4,404Sep 17, 2026
Apache-2.0Sep 17, 2026 · metrics 2.10.0
PyPI
34At Riskhealth index
alteryx/evalml
EvalML is an AutoML library written in python.
Python★ 852↓ 9,780/moAug 24, 2026
BSD-3-ClauseAug 24, 2026 · metrics 2.10.0