https://github.com/sapphirexixi1/ikt-pytorch
As a model proposed in 2022, IKT has significance that cannot be ignored in the field of Knowledge Tracing(KT). IKT source code runs on Tensorflow version 1.x, here I modified it to run on pytorch, but it doesn't run as fast as before, FYI.
https://github.com/sapphirexixi1/ikt-pytorch
knowledge-tracing python pytorch
Last synced: 29 days ago
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As a model proposed in 2022, IKT has significance that cannot be ignored in the field of Knowledge Tracing(KT). IKT source code runs on Tensorflow version 1.x, here I modified it to run on pytorch, but it doesn't run as fast as before, FYI.
- Host: GitHub
- URL: https://github.com/sapphirexixi1/ikt-pytorch
- Owner: SapphireXiXi1
- License: gpl-3.0
- Created: 2024-12-03T02:34:00.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2024-12-03T05:18:12.000Z (over 1 year ago)
- Last Synced: 2025-03-29T07:44:59.148Z (about 1 year ago)
- Topics: knowledge-tracing, python, pytorch
- Language: Python
- Homepage:
- Size: 1010 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
### Data format
First line : the number of skills a student attempted with student ID.
Second line : the skill id sequence.
Third line : the question id sequence.
Forth line : the response sequence.
```
15,1
1,1,1,1,7,7,9,10,10,10,10,11,11,45,54
5001,5023,5044,5066,2014,2058,6017,20004,60001,1200,1201,1311,2014,2410,2001
0,1,1,1,1,1,0,0,1,1,1,1,1,0,0
```
For other information, please refer to the source file in the IKT model