DaPLib is a composite data processing function library for quick industrial data analyze and visualize based on Pandas.
- Install Python 3.10 with necessary requirements. If you are using
Anaconda, here is an example:
conda create -n Daplib python=3.10 jupyter notebook
pip install -r requirements.txt
- Prepare Data. In Time-Series-Library, plenty of well-processed open-sourced datasets are presented, You can obtain the well pre-processed datasets from [Google Drive] or [Baidu Drive]. For real [industrial production data], please contact the administrator of this repo for authorized access. Please place the downloaded data in the folder
./data. - We provide an intricate tutorial in
./data_analysis.ipynb
If you have any questions or suggestions, feel free to contact us:
- Yunzhong Qiu (Master student, qiuyz24@mails.tsinghua.edu.cn)