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iforest

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DataCanvasIO /HyperTS

A Full-Pipeline Automated Time Series (AutoTS) Analysis Toolkit.

time-series tensorflow regression forecasting hyperparameter-optimization classification multivariate prophet automl anomaly-detection neural-architecture-search covariates meta-features iforest autodl lstnet autots nbeats inceptiontime

UpdatedJul 1, 2024
Python

titicaca /spark-iforest

Isolation Forest on Spark

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

UpdatedOct 15, 2024
Scala

e-XpertSolutions /go-iforest

Isolation forest implementation in Go

golang machine-learning isolation-forest iforest

UpdatedNov 29, 2022
Go

kaiyoo /ML-Anomaly-Detection

Detection of network traffic anomalies using unsupervised machine learning

machine-learning deep-learning clustering network-analysis unsupervised-learning anomalydetection clustering-algorithm anomaly-detection adversarial-learning unsupervised-machine-learning adversarial-machine-learning adversarial-samples fgsm adversarial-attacks iforest ocsvm fast-gradient-sign oneclasssvm security-analytics fast-gradient-sign-attack

UpdatedJan 26, 2022
Jupyter Notebook

bharathsudharsan /COVID-away

Code for paper 'Avoid touching your face: A hand-to-face 3d motion dataset (covid-away) and trained models for smartwatches'

visualization optimization gyroscope accelerometer dataset-creation pickle sensor-fusion smartwatch cnn-model barometric-pressure local-outlier-factor one-class-svm iforest features-extraction tflite one-class-classification rotation-vectors covid-19 3d-motion

UpdatedJul 23, 2022
Python

absaw /Surface-Water-Quality-Data-Anomaly-Detection

Surface water quality data analysis and prediction of Potomac River, West Virginia, USA. Using time series forecasting, and anomaly detection : ARIMA, SARIMA, Isolation Forest, OCSVM and Gaussian Distribution

arima time-series-analysis gaussian-distribution anomaly-detection sarimax isolation-forest isolation-forest-algorithm time-series-forecasting iforest oneclasssvm iforest-model anomaly-detection-models

UpdatedJun 6, 2020
Jupyter Notebook

bn4t /go-iforest

Golang implementation of isolation forest.

anomaly-detection isolation-forest iforest

UpdatedJan 23, 2021
Go

dabdya /anomaly_detection

Anomaly detection in time series

lstm autoencoder variational anomaly-detection iforest mset

UpdatedJun 20, 2022
Jupyter Notebook

PetrovEvgeniy /thermal-camera-diagnosis-app

📸🔥Thermal Camera Diagnosis App Prototype was my bachelor thesis project at THU, focused on enhancing battery recycling processes using thermal imaging anomaly detection.

jupyter-notebook thermal-imaging machine-vision anomaly-detection thermal-images iforest preprocessing-data patchcore

UpdatedDec 1, 2024
Jupyter Notebook

MuzzyB /Exploring-Cybersecurity-Data-Science

Exploring Cybersecurity Data Science: Dimensionality Reduction and Cluster Analysis

cybersecurity pca dimensionality-reduction t-sne cluster-analysis umap isomap anomaly-detection multidimensional-scaling hdbscan iforest factor-analysis-for-mixed-data-types

UpdatedJul 3, 2024
Jupyter Notebook

khaledlec /Paris-Housing-Price-Prediction

A real estate estimation engine using machine learning techniques to predict the net selling price of properties in France, based on their features and location.

data-science machine-learning random-forest iforest explainable-ml real-estate-website

UpdatedMay 2, 2023
Jupyter Notebook

zhousrhhh /Healthcare-Fraud-Detection

Healthcare-Fraud-Detection

python exploratory-data-analysis pca autoencoder feature-engineering knn anomaly-detection iforest healthcare-fraud

UpdatedSep 7, 2023
Jupyter Notebook

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