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#classification

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.

36 records
Tagged “classification”Ranked by health index
PyPI
98Exceptionalhealth index
openvinotoolkit/nncf
Neural Network Compression Framework for enhanced OpenVINO™ inference
Python★ 1,199↓ 1.3M/moSep 17, 2026
Apache-2.0Sep 17, 2026 · metrics 2.10.0
PyPI
97Exceptionalhealth index
scikit-learn-contrib/MAPIE
A scikit-learn-compatible library for estimating prediction intervals and controlling risks, based on conformal predictions.
Jupyter Notebook · Python★ 1,604↓ 150K/moOct 19, 2026
BSD-3-ClauseOct 19, 2026 · metrics 2.10.0
PyPI · npm
96Exceptionalhealth index
microsoft/FLAML
A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
Jupyter Notebook · Python★ 4,396↓ 368.4K/moSep 17, 2026
MITSep 17, 2026 · metrics 2.10.0
PyPI
96Exceptionalhealth index
roboflow/supervision
We write your reusable computer vision tools. 💜
Python★ 50.8K↓ 1.4M/moSep 17, 2026
MITSep 17, 2026 · metrics 2.10.0
npm
94Exceptionalhealth index
Hack23/cia-compliance-manager
The CIA Compliance Manager is an application that helps organizations assess and manage the availability, integrity, and confidentiality of their systems and data based on customizable security levels, providing real-time cost estimates, business impact assessments, and technical implementation details.
TypeScript · HTML★ 21↓ 3,500/moSep 10, 2026
Apache-2.0Sep 10, 2026 · metrics 2.10.0
PyPI
94Exceptionalhealth index
albumentations-team/AlbumentationsX
Image augmentation for computer vision. AGPL-3.0-only or commercial licensing.
Python★ 552↓ 13.8K/moSep 15, 2026
AGPL-3.0Sep 15, 2026 · metrics 2.10.0
PyPI
93Exceptionalhealth index
wkentaro/labelme
Image annotation with Python. Supports polygon, rectangle, circle, line, point, and AI-assisted annotation.
Python★ 16.2KSep 16, 2026
GPL-3.0Sep 16, 2026 · metrics 2.10.0
PyPI · npm
92Excellenthealth index
roboflow/inference
Turn any computer or edge device into a command center for your computer vision projects.
Python★ 2,438Sep 5, 2026
Custom licenseSep 5, 2026 · metrics 2.10.0
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
Go
88Excellenthealth index
projectsveltos/classifier
Sveltos Classifier dynamically classify a cluster based on run time information (Kubernetes version, deployed resources and more)
Go★ 5Sep 19, 2026
Apache-2.0Sep 19, 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
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
RubyGems
86Excellenthealth index
cardmagic/classifier
A general classifier module to allow Bayesian and LSI classifications.
Ruby★ 741Sep 18, 2026
Custom licenseSep 18, 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
PyPI
83Excellenthealth index
pycaret/pycaret
Open-source, low-code AutoML platform for Python. PyCaret 4.0: sklearn-native engine + React control plane.
Python · TypeScript★ 9,841↓ 293.8K/moSep 17, 2026
Custom licenseSep 17, 2026 · metrics 2.10.0
—
80Excellenthealth index
JuliaAI/MLJ.jl
A Julia machine learning framework
Julia★ 1,939Sep 17, 2026
Custom licenseSep 17, 2026 · metrics 2.10.0
—
80Excellenthealth index
mlr-org/mlr3learners
Recommended learners for mlr3
R★ 98Sep 18, 2026
LGPL-3.0Sep 18, 2026 · metrics 2.10.0
crates.io · PyPI · npm
80Excellenthealth index
teimurjan/blazediff
Blazing-fast diff ecosystem for JavaScript applications
Rust · TypeScript · HTML★ 338↓ 104.4K/moSep 8, 2026
MITSep 8, 2026 · metrics 2.10.0
Go
78Goodhealth index
HappyHackingSpace/dit
HTML page, form and field type classifier using ML (LogReg + CRF)
Go★ 17Sep 12, 2026
MITSep 12, 2026 · metrics 2.10.0
Go · npm
78Goodhealth index
LarsArtmann/go-error-family
Structured error protocol for Go — behavioral error classification (Rejection/Conflict/Transient/Corruption/Infrastructure), exit codes, HTTP status mapping, and diagnostic rules. Share the protocol, not the implementation.
HTML · Go★ 1Oct 19, 2026
MITOct 19, 2026 · metrics 2.10.0
npm
77Goodhealth index
Contentrain/ai
Repo-native content governance for AI agents. Extract, review, and deliver UI text, docs, and structured content from Git.
TypeScript★ 6↓ 76.8K/moOct 21, 2026
MITOct 21, 2026 · metrics 2.10.0
PyPI
75Goodhealth index
fraunhoferportugal/tsfel
An intuitive library to extract features from time series.
Python★ 1,101Sep 19, 2026
BSD-3-ClauseSep 19, 2026 · metrics 2.10.0
—
65Goodhealth index
JuliaML/LossFunctions.jl
Julia package of loss functions for machine learning.
Julia★ 153Sep 14, 2026
Custom licenseSep 14, 2026 · metrics 2.10.0
crates.io · PyPI
62Moderatehealth index
meridian-online/finetype
👓 Precision format detection for text data. Semantic type inference with transformation contracts, DuckDB extension, and MCP server. Pure Rust.
Rust · Python · Shell★ 5↓ 758/moSep 17, 2026
MITSep 17, 2026 · metrics 2.10.0
Go
60Moderatehealth index
ClassMesh/classmesh
Confidence-gated classification cascade in Go: deterministic rules first, models next, expensive calls only for what is left
Go★ 0Sep 10, 2026
MITSep 10, 2026 · metrics 2.10.0
PyPI
59Moderatehealth index
srikumar2050/hugiml-core
High-performance interpretable ML classifier using High Utility Gain patterns (IEEE Access 2024). C++ accelerated, scikit-learn compatible, with EBM-style explanations, adaptive binning, pattern pruning, and deployment tooling for regulated domains.
Python · HTML · Jupyter Notebook★ 1↓ 8,200/moSep 11, 2026
Custom licenseSep 11, 2026 · metrics 2.10.0
PyPI · npm
59Moderatehealth index
wfzyx/von
The open-source System One decision model. Sub-15ms, non-autoregressive, local drop-in alternative to TypeSafe Jev.
Python★ 811↓ 4,260/moOct 2, 2026
Apache-2.0Oct 2, 2026 · metrics 2.10.0
PyPI
57Moderatehealth index
mljar/supertree
Impress your boss with interactive Decision Tree visualization
JavaScript · Python★ 688↓ 3,110/moSep 10, 2026
Apache-2.0Sep 10, 2026 · metrics 2.10.0
Packagist
51Moderatehealth index
Sylius/Taxonomy
[READ-ONLY] Categorization component for PHP.
PHP★ 14↓ 11.1K/moOct 21, 2026
MITOct 21, 2026 · metrics 2.10.0
crates.io
50Moderatehealth index
sanity/renegade
Zero-config nonparametric supervised learning for Rust
Rust★ 41↓ 4,898/moSep 18, 2026
LGPL-3.0Sep 18, 2026 · metrics 2.10.0