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GAURAV JYOTI GOGOI's Projects

codef icon codef

Official PyTorch implementation of CoDeF: Content Deformation Fields for Temporally Consistent Video Processing

dash-predictive-maintenance icon dash-predictive-maintenance

Dashboard designed to demonstrate the power of Machine Learning to predict failures (Remaining Useful Life (RUL)) in wind turbines. To predict the date when equipment will completely fail (RUL), XGBoost is used and achieved RMSE error is 0.033964 days, which is highly accurate.

machine-failure_prediction_ensemblemethods_modeltuning icon machine-failure_prediction_ensemblemethods_modeltuning

This project predicts wind turbine failure using numerous sensor data by applying classification based ML models that improves prediction by tuning model hyperparameters and addressing class imbalance through over and under sampling data. Final model is productionized using a data pipeline

metagpt icon metagpt

🌟 The Multi-Agent Framework: Given one line Requirement, return PRD, Design, Tasks, Repo

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