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riid-knowledge-tracing's Introduction

riid-knowledge-tracing

A Saintplus Transformer implementation for the Riiid Answer Correctness Prediction challenge.

Training:

To train the model from scratch download the dataset from the below link:

https://www.kaggle.com/c/riiid-test-answer-prediction/data

After downloading the dataset modify the config.py file with desired parameters. A pretrained embedding riid_256_embedding_400.npz is provided, which was trained by building directional graph and link between tags (used as requied skills) and metadata from questions.csv.

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