Search Results - RepositoryStats

90

295

unknown

9

UnSupervised and Semi-Supervise Anomaly Detection / IsolationForest / KernelPCA Detection / ADOA / etc.

lof pca kernel-pca pulearning data-mining pca-analysis isolation-forest anomaly-detection mahalanobis-distance semi-supervised-learning intrusion-detection-system principal-component-analysis

Created 2018-09-24

662 commits to master branch, last one 3 years ago

isolation-forest linkedin

48

235

other

14

A distributed Spark/Scala implementation of the isolation forest algorithm for unsupervised outlier detection, featuring support for scalable training and ONNX export for easy cross-platform inference...

onnx scala spark linkedin isolation-forest machine-learning anomaly-detection outlier-detection unsupervised-learning

Created 2019-07-26

77 commits to master branch, last one about a month ago

spark-iforest titicaca

89

227

apache-2.0

10

Isolation Forest on Spark

spark iforest pyspark spark-ml iforest-model pyspark-mllib isolation-forest anomaly-detection

Created 2017-12-08

33 commits to master branch, last one 4 years ago

isotree david-cortes

40

203

bsd-2-clause

10

(Python, R, C/C++) Isolation Forest and variations such as SCiForest and EIF, with some additions (outlier detection + similarity + NA imputation)

imputation isolation-forest anomaly-detection outlier-detection

Created 2019-10-23

564 commits to master branch, last one 21 days ago

fault-detection-for-predictive-maintenance-in-industry-4.0 lestercardoz11

41

123

unknown

3

This research project will illustrate the use of machine learning and deep learning for predictive analysis in industry 4.0.

svm kmeans python autoencoder ball-bearing random-forest isolation-forest jupyter-notebook lstm-autoencoder machine-learning gaussian-distribution predictive-maintenance artificial-neural-networks principal-component-analysis

Created 2020-04-29

17 commits to master branch, last one 3 years ago

deep-iforest xuhongzuo

21

94

apache-2.0

2

offical implementation of TKDE paper "Deep isolation forest for anomaly detection"

isolation-forest anomaly-detection outlier-detection

Created 2022-06-14

37 commits to main branch, last one 7 months ago

A-Detector alexfrancow

10

82

unknown

4

:star: An anomaly-based intrusion detection system.

csv flask jquery pandas plotly python python3 security wireshark scikit-learn pcap-analyzer isolation-forest machine-learning network-analysis anomaly-detection

Created 2018-05-21

32 commits to master branch, last one 4 years ago