Data from: Modelling the projected separation of microlensing events using systematic time-series feature engineering

This dataset includes primary simulations of gravitational microlensing events used in the paper "Modelling the projected separation of microlensing events using systematic time-series feature engineering" by Alex Kennedy, Gemma Nash, Nicholas Rattenbury and Andreas W. Kempa-Liehr. See the README.md file for a complete description.<br>The 'simulated' dataset contains 3,000 simulated light curves used for training and testing models. <br>The 'corrupted' dataset includes 27,300 simulated light curves which were then distorted by data outages and observational error, as described in the attached article.本数据集包含Alex Kennedy、Gemma Nash、Nicholas Rattenbury与Andreas W. Kempa-Liehr所著论文《利用系统性时间序列特征工程建模微透镜事件投影间距》（Modelling the projected separation of microlensing events using systematic time-series feature engineering）中使用的引力微透镜事件原始模拟数据。完整说明请参阅README.md文件。 “模拟（simulated）”数据集包含3000条用于模型训练与测试的模拟光变曲线。 “失真（corrupted）”数据集包含27300条因数据中断与观测误差而失真的模拟光变曲线，具体设置如所附论文所述。