quick-anomaly-detector 0.3.5

models class for quick Anomaly Detection

AnomalyDetectionModel

AnomalyDetectionModels

Overview

AnomalyDetectionModel is a python library that includs some simple implementation of an anomaly detection model.
For more details, please refer to the document page:
Document
pypi page link is here:(https://pypi.org/project/quick-anomaly-detector/)

Quick Start

Installation

You can install Anomaly Detection Model using pip:

pip install quick-anomaly-detector

Quick Start:

from quick_anomaly_detector.models import AnomalyGaussianModel


# Load your datasets (X_train, X_val, y_val)
model = AnomalyGaussianModel()

# Train the model
model.train(X_train, X_val, y_val)

# Predict anomalies in the validation dataset
anomalies = model.predict(X_val)