Annuaire de skills

Découvrez des skills réutilisables pour les AI agents.

Recherchez de vrais skills GitHub par tâche et vérifiez Stars, confiance, audit, catégorie et chemin d’installation avant de les utiliser.

Chaque recommandation reste clairement reliée à son dépôt, son audit et son chemin d’installation.

Résultats de recherche: knn-classifier

Annuaire en anglais

Collection of scripts to aggregate image data for the purposes of training an NSFW Image Classifier

13K
Stars
71/100
Confiance
Catégorie: ml-automationAudit

:zap:机器学习实战(Python3):kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归

10K
Stars
69/100
Confiance
Catégorie: ml-automationAudit

This skill should be used for time series machine learning tasks including classification, regression, clustering, forecasting, anomaly detection, segmentation, and similarity search. Use when working with temporal data, sequential patterns, or time-indexed observations requiring specialized algorithms beyond standard ML approaches. Particularly suited for univariate and multivariate time series analysis with scikit-learn compatible APIs.

34K
Stars
80/100
Confiance
Catégorie: researchAudit

A real-time method that estimates the 3D human pose directly in the popular Bio Vision Hierarchy (BVH) format, given estimations of the 2D body joints originating from monocular color images. Our contributions include: (a) A novel and compact 2D pose NSRM representation. (b) A human body orientation classifier and an ensemble of orientation-tuned

941
Stars
68/100
Confiance
Catégorie: robotics-iotAudit

Ultra-lightweight (600KB) Face Anti-Spoofing classifier. Optimized MiniFASNetV2-SE implementation validated on 70k+ samples with ~98% accuracy for edge devices.

233
Stars
69/100
Confiance
Catégorie: robotics-iotAudit

A flexible, adaptive classification system for dynamic text classification

564
Stars
66/100
Confiance
Catégorie: rag-knowledgeAudit

collections of data science, machine learning and data visualization projects with pandas, sklearn, matplotlib, tensorflow2, Keras, various ML algorithms like random forest classifier, boosting, etc

595
Stars
65/100
Confiance
Catégorie: data-analysisAudit

A simple emoji classifier for humans. 🖖

498
Stars
61/100
Confiance
Catégorie: robotics-iotAudit

Diffusion Classifier leverages pretrained diffusion models to perform zero-shot classification without additional training

490
Stars
59/100
Confiance
Catégorie: ml-automationAudit

:art: Color recognition & classification & detection on webcam stream / on video / on single image using K-Nearest Neighbors (KNN) is trained with color histogram features by OpenCV.

343
Stars
63/100
Confiance
Catégorie: ml-automationAudit

Wrapper for a PyTorch classifier which allows it to output prediction sets. The sets are theoretically guaranteed to contain the true class with high probability (via conformal prediction).

257
Stars
62/100
Confiance
Catégorie: robotics-iotAudit