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Simulate a ventilator connected to a sedated patient's lung. Absolute Error based research competition hosted on kaggle, sponsored by Google Brain. A time series data to be specific, collected over period as pressure data.

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Mrutyunjay01/Google-Brain-Ventilator-Pressure-Prediction-Prediction-kaggle21

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Project Name

Platform: Kaggle
Organizers: Google Brain
Competition Page: https://www.kaggle.com/c/ventilator-pressure-prediction/

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Dataset Overview

Evaluation Metrics

mean-absolute-error

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docs

  • Related docs such as references, articles, documentation, etc to be saved in this directory.

inp

  • Input data folder.

models

  • Trained weights/ pretrained-weights of various models used/referred in the solution.

notebooks

  • EDA, modelling, pipeline notebooks to be added here.

src

  • Code package, consisting of modularised code for data preparation, cross validation, feature engineering, modelling, inference code snippets.
More to be added soon. Stay tuned, and feel free to provide suggestions via PR.

About

Simulate a ventilator connected to a sedated patient's lung. Absolute Error based research competition hosted on kaggle, sponsored by Google Brain. A time series data to be specific, collected over period as pressure data.

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