pykt-team/pykt-toolkit
A Python library built on PyTorch for training and benchmarking deep learning-based knowledge tracing models in educational settings.
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pyKT is a library for training deep learning knowledge tracing models that predict student mastery from learning history. It provides standardized data preprocessing across multiple education datasets, supports 10+ DLKT approaches including DKT, GKT, SAKT, SAINT, and AKT, and offers benchmarking tools for transparent experiments in the knowledge tracing domain.
Frequently asked
- What is pykt-team/pykt-toolkit?
- A Python library built on PyTorch for training and benchmarking deep learning-based knowledge tracing models in educational settings.
- Is pykt-toolkit open source?
- Yes — pykt-team/pykt-toolkit is open source, released under the MIT license.
- What language is pykt-toolkit written in?
- pykt-team/pykt-toolkit is primarily written in Python.
- How popular is pykt-toolkit?
- pykt-team/pykt-toolkit has 412 stars on GitHub.
- Where can I find pykt-toolkit?
- pykt-team/pykt-toolkit is on GitHub at https://github.com/pykt-team/pykt-toolkit.