/Classifying-Earthquake-ML-Project

An ML project that deals with Extensive EDA, Model Training with Hyperparameter tuning, and Cross-Validation. For more details please follow this link.

Primary LanguageJupyter NotebookGNU General Public License v3.0GPL-3.0

Classifying-Earthquake-ML-Project

An ML project that deals with Extensive EDA, Model Training with Hyperparameter tuning and Cross-Validation.

Folder Structure:

  1. Notebook containing project implementation.
  2. Report that elaborates on whole project.
  3. Original dataset used for this project.
  4. Imputed Data folder contains the pre-processed data.

Packages required:

  1. numpy
  2. pandas
  3. matplotlib
  4. seaborn
  5. scikit-learn
  6. datawig
  7. lightgbm
  8. fancyimpute

Hope this project helps you learning the conceps we mentioned above. Thank you for following out.