iforest

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

Isolation Forest on Spark

Isolation forest implementation in Go

Detection of network traffic anomalies using unsupervised machine learning

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

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

Anomaly detection in time series

Golang implementation of isolation forest.

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

datashadric provides a collection of well-organized modules for common data science tasks, from data cleaning and exploration to machine learning model building, unsupervised and supervised classification and statistical analysis and testing.

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.

Healthcare-Fraud-Detection

Exploring Cybersecurity Data Science: Dimensionality Reduction and Cluster Analysis

behavioral outliers detection by iforest