Ecosyste.ms: Awesome

https://github.com/niloth-p/density-based-outlier-detection

An implementation of a density based outlier detection method - the Local Outlier Factor Technique, to find frauds in credit card transactions. For detecting both local and global outliers.

accuracy density distancematrix k-nearest-neighbors local-outlier-factor local-reachability-density mahalanobis-distance outlier-detection performance-metrics precision-recall-curve

Last synced: 10 Nov 2024

https://github.com/deepmancer/timeseries-anomaly-detection

Analysis of Classical Machine Learning Algorithms for Anomaly Detection in Time Series Data

autoencoder isolation-forest local-outlier-factor machine-learning-algorithms python rolling-statistics scikit-learn scikitlearn-machine-learning step-by-step step-by-step-guide time-series time-series-anomaly-detection z-score

Last synced: 25 Oct 2024

https://github.com/fyt3rp4til/anomaly-detection

dbscan-clustering isolation-forest local-outlier-factor matplotlib numpy sklearn

Last synced: 10 Oct 2024