/GBDT_TSF

Primary LanguagePythonMIT LicenseMIT

GBDT for TSF

如何开始？

  1. 从 [Autoformer] 以及 [Informer] 处下载数据集。
  2. 打开./scripts/GBDT_multi.sh并执行里面对应的命令。（可以复制粘贴到终端执行）
  3. ./scipts目录下重点是GBDT_multi.sh和GBDT_uni.sh文件，其他一大堆的都可以先不用管。

Get Started

  1. Install Python>=3.8, PyTorch 1.9.0.
  2. Download data. You can obtain all the six benchmarks from [Autoformer] or [Informer].
  3. Train the model. We provide the experiment scripts of all benchmarks under the folder ./scripts. You can reproduce the multivariate and univariate experiment results by running the following shell code separately:
bash ./scripts/run_M.sh
bash ./scripts/run_S.sh