Blisky-li/ARIES_Synth

这是一个合成的时序数据集，包含从ARIES（时序关系评估和模型推荐）中提取的多种模式。数据集的规模在100M到1B之间，主文件为synth8192.csv，形状为[1500, 8192]，其中1500代表变量数，8192代表时间步长。此外，还包括synth8192_kernel.txt、generate_training_data.py和Property.pdf等文件，用于数据分析和处理。This is a synthetic time series dataset featuring diverse patterns from ARIES: Relation Assessment and Model Recommendations for Time Series Forecasting. The dataset size falls within the range of 100M to 1B. The main file is synth8192.csv with a shape of [1500, 8192], where 1500 represents the number of variables and 8192 represents the number of time steps. Additional files include synth8192_kernel.txt, generate_training_data.py, and Property.pdf, which are used for data analysis and processing.