Open ymxka opened 1 month ago
Hello,
Thank you for raising this issue and for your interest in our project.
Regarding the handling of the MATR dataset, we have a separate implementation.
You can refer to the following commands to preprocess the MATR dataset of ".mat" file type
:
batteryml preprocess MATR /path/to/raw/data /path/to/processed/data
To load the processed data, you can use the following Python statement, which will load the resulting .pkl
file:
BatteryData.load("/path/to/processed/data/file")
Currently, the preprocess ARBIN
command is unable to handle all CSV files in the MATR dataset due to errors encountered when processing certain files: "Cannot convert non-finite values (NA or inf) to integer: Error while type casting." We are actively working on inspecting and improving this functionality in future updates.
Thanks again for your feedback and for using our project!
Hi, Thanks for open source this interesting project. I have downloaded and preprocessed the MATR dataset, but I encountered an issue while converting the data to BatteryData, as shown in the third image. Do I need to convert the mat files to csv files, or is there another solution to this problem?