GitHub / Harsha2k3 / predictive_maintenance_ML_Project

This project utilizes advanced data analysis and machine learning techniques to predict equipment failures before they occur. The goal is to detect anomalies and possible defects in equipment and processes to enable preemptive maintenance, thereby reducing downtime and costs.

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Topics: catboost-classifier, counterfactuals, data-analysis, data-science, explainable-ai, flask, industry4-0, lime, machine-learning, python3, smote-oversampler, stratified-k-fold

• Files
• Readme
• Dependencies