Pump_anomaly_detection

Detects the anomalies in water pump sensors

Requirements.txt

Contains all the libraries used in this project

• Install all packages using the below line of code:

pip install -r requirements.txt

Utils.py

• Contains the functions for anomaly detection

Dataset

• Link to the dataset: https://www.kaggle.com/nphantawee/pump-sensor-data
• Download and add dataset csv file inside datasets folder
• Folder Structure:

  Pump_anomaly_detection
    |_ datasets
      |_ sensors.csv
    -Jupter notebook
    -README.md
    -Requirements.txt
    -utils.py