Project
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The research on music generation based on Recurrent Neural Network (RNN).
The research is supported by College Students Innovation Plan and we got A score.
We implement a sequence model based on tensorflow, which can learn to generate the music sequence.
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LUNA:
WIP, 2019.3 to present.
LUNA is the inteLligent edUcational kNowledge grAph.
I am the main responsible for this project,
who design the framework prototype and data schemas.
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XKT:
WIP, 2019.8 to present.
Multiple Knowledge Tracing models implemented by mxnet-gluon.
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TKT:
WIP, 2019.8 to present.
Multiple Knowledge Tracing models implemented by pytorch.
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EduSim:
WIP, 2019.8 to present.
EduSim is a platform for constructing simulation environments for education recommender systems (ERSs)
that naturally supports sequential interaction with learners. Meanwhile, EduSim allows the creation of
new environments that reflect particular aspects of learning elements, such as learning behavior of
learners, knowledge structure of concepts and so on.
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EduRec:
WIP, 2019.8 to present.
Educational Recommendation Systems.
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XCD:
WIP, 2020.11 to present.
Mixture of Cognitive Diagnosis Models.
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EduData:
WIP, 2019.8 to present.
Convenient interface for downloading and preprocessing dataset in education.
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EduNLP:
WIP, 2021.1 to present.
NLP tools for Educational data (e.g., exercise, papers).
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EduCDM:
WIP, 2021.3 to present.
The Model Zoo of Cognitive Diagnosis Models.
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EduKTM:
WIP, 2021.3 to present.
The Model Zoo of Knowledge Tracing Models.
Lib
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longling.
This project aims to provide some handy toolkit
functions to help construct the architecture.
Full documentation here.
The stable code is published in github,
while code in dev is in gitlab(private).
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Baize
Beyond Artifitial Intelligence modelZoo and boilerplatE (BAIZE) is designed for
helping researchers to quickly build a deep-learning-based project.