astor-sy/my-model-share: the CMEs prediction on stella
收藏资源简介:
1. solar.zip This package includes data and models related to solar flares: dataset/ Contains training (train) and testing (test) datasets catalog.csv Catalog of solar flares, including labels, start time, peak time, end time, and the GOES satellite number used for each event model/ Pre-trained solar flare classification model train_results/ Training results and evaluation metrics for the solar flare model 2. stella.zip This package contains data and models for stellar flares (main-sequence stars only): catalog.csv Catalog of stellar flare events flare_energy.csv Energy estimates for each stellar flare stella_params_with_type.csv Stellar parameters with classification features.csv Extracted features for each stellar flare event flare_split/ Subsamples of stellar flares grouped by F, G, K, and M-type main-sequence stars 3. code.zip This package contains the code to predict the CMEs occurrence on stellar flares (main-sequence stars only): predict.py The prediction is performed using two voting strategies



