(Python, R, C/C++) Isolation Forest and variations such as SCiForest and EIF, with some additions (outlier detection + similarity + NA imputation)
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Updated
Sep 22, 2024 - C++
(Python, R, C/C++) Isolation Forest and variations such as SCiForest and EIF, with some additions (outlier detection + similarity + NA imputation)
SEROW Framework for N Legged Robot Walking Estimation
(Python, R, C++) Explainable outlier/anomaly detection through decision tree conditioning
Arduino library for identifying outliers with a Hampel filter
This is an open source library that can be used to autofocus telescopes. It uses a novel algorithm based on robust statistics. For a preprint, see https://arxiv.org/abs/2201.12466 .The library is currently used in Astro Photography tool (APT) https://www.astrophotography.app/
Robust Chauvenet Outlier Rejection: RCR is advanced, but easy to use, outlier rejection.
a c++ library with statistical machine learning algorithms for linear and non-linear robust regression that can be used with python.
Isconna: Streaming Anomaly Detection with Frequency and Patterns
Data Mining course projects
A greedy outlier algorithm based on entropy. Implementation of He Z., Deng S., Xu X., Huang J.Z. (2006) A Fast Greedy Algorithm for Outlier Mining.
Modified density based clustering algorithm for predictive outlier detection on IMU telemetry.
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