Data-Driven Forecasting of 2025 All-India Summer Monsoon Rainfall using TSMixerX

This folder contains datasets and codes of the manuscript named "Data-Driven Forcasting of 2025 All-India Summer Monsoon Rainfall using TSMixerX" lr-5-new-data.ipynb: Linear Regressoin Model svr-5-new-data.ipynb: Support Vector Regression model xgboost-all-lookbacks-new-data.ipynb: XGBoost Model cnn-test.ipynb: CNN model test cnn-train.ipynb: CNN model train lstm-test.ipynb: LSTM model test lstm-train.ipynb: LSTM model train rainfall_prediction.py: TSMixerX and rainfall prediction The datasets are shared below.本文件夹包含题为《基于TSMixerX的数据驱动预测2025年印度全境夏季季风降雨》的学术手稿配套数据集与代码。各代码文件说明如下： - lr-5-new-data.ipynb：线性回归模型 - svr-5-new-data.ipynb：支持向量回归模型 - xgboost-all-lookbacks-new-data.ipynb：XGBoost模型 - cnn-test.ipynb：卷积神经网络（Convolutional Neural Network, CNN）模型测试脚本 - cnn-train.ipynb：卷积神经网络（Convolutional Neural Network, CNN）模型训练脚本 - lstm-test.ipynb：长短期记忆网络（Long Short-Term Memory, LSTM）模型测试脚本 - lstm-train.ipynb：长短期记忆网络（Long Short-Term Memory, LSTM）模型训练脚本 - rainfall_prediction.py：TSMixerX模型与降雨预测相关代码 本次共享的数据集如下。