Indian Crop Prediction Kaggle Competition
The data used in this project is stored in the following CSV files:
- cleaned_crop.csv
- crop_yield.csv
- Merged_df_test.csv
The machine learning models used in this project are developed in the following Jupyter notebooks:
The comparison of these models can be found in models/comparison_of_models.ipynb.
The predictions made by the models are stored in the following CSV files:
- predictions/Predictions_Model_1.csv
- predictions/Predictions_Model_2.csv
- predictions/Predictions_Model_3.csv
The TensorFlow data preprocessing steps are described in TF_data_preprocessing.ipynb.