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instance-based-learning

Here are 6 public repositories matching this topic...

Deep-ContourFlow

antoinehabis / Deep-ContourFlow

Training-free active contours powered by deep features — unsupervised & one-shot image segmentation (Deep ContourFlow, arXiv:2407.10696)

Updated Aug 15, 2026
Python

thieu1995 / PyLWL

An Open-Source Python framework for Locally Weighted Regression and Classification, built on PyTorch and Scikit-Learn

machine-learning nonparametric-model locally-weighted-regression weighted-loss instance-based-learning adaptive-models locally-weighted-classification distance-based-learning local-approximation bias-free-models sample-weighted-optimization gradient-based-locally-weighted locally-weighted-learning

Updated Jun 5, 2025
Python

Rarex224 / ML-network-intrusion-detection-HAWK

AI-Powered Network Attack Classifier

iot machine-learning ai exploit analysis deeplearning linear-models error-reporting reconnaissance pearson-correlation accuracy-score dos-attack fuzzers backdoor-attacks one-hot-encoding probabilistic-machine-learning instance-based-learning

Updated May 31, 2026
Jupyter Notebook

rohitb281 / knn-classification-model

Train the model, then predict and evaluate it using K Nearest Neighbors (KNN) using a classified data set

machine-learning scikit-learn python3 supervised-learning classification knn hyperparameter-tuning feature-scaling model-evaluation k-nearest-neighbors instance-based-learning distance-based-learning

Updated Feb 5, 2026
Jupyter Notebook

jmm34 / computo-local-tree-methods-for-classification

Material associated to the publication project on local trees methods for classification

machine-learning classification-trees random-forests instance-based-learning

Updated Feb 4, 2024
R

MSL_Recognition_KNN

AlfredoAcosta / MSL_Recognition_KNN

Mexican Sign Language Recognition using a Instanced-Based algorith (K-nearest-neighbords)

knn instance-based-learning

Updated Feb 12, 2021
Python

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