C Implementation of Isolation Forest

High-performance anomaly detection algorithm - Isolation Forest implemented in C

Features

• Multi-threaded
• Scikit-learn compatibility

Getting Start

git clone https://github.com/yourusername/isolation-forest.git
cd isolation-forest
make

Test

# Generate test data
python3 -m venv .venv
source .venv/bin/activate
pip install scikit-learn pandas
pip install ipykernel

# run on Notebook
gen-data-test-iforest-scikit-learn.ipynb

# test
make test