This is the Windows app named EduData whose latest release can be downloaded as EduDatav0.0.18.zip. It can be run online in the free hosting provider OnWorks for workstations.
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SCREENSHOTS
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EduData
DESCRIPTION
Datasets in Education and convenient interface for downloading and preprocessing dataset in education. The CLI tools to quickly convert the "raw" data of the dataset into "mature" data for knowledge tracing task. The "mature" data is in json sequence format and can be modeled by XKT and TKT(TBA) The analysis dataset tool only supports the json sequence format. To check the following statical indexes of the dataset. In order to better verify the effectiveness of the model, the dataset is usually divided into train/valid/test or using kfold method. Each item in the sequence represents one interaction. The first element of the item is the exercise id (in some works, the exercise id is not one-to-one mapped to one knowledge unit(ku)/concept, but in junyi, one exercise contains one ku) and the second one indicates whether the learner correctly answers the exercise, 0 for wrongly while 1 for correctly.
Features
- Dataset Preprocess
- Format converter
- Task Specified Tools
- Analysis Dataset
- For downloading and preprocessing datasets in education
- The cli tools is constructed based on fire
Programming Language
Python
Categories
This is an application that can also be fetched from https://sourceforge.net/projects/edudata.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.
