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Update app.py

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updated the description

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  1. app.py +3 -3
app.py CHANGED
@@ -862,8 +862,7 @@ content = """
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  <h2 style="color: black;">An AI Model for Analyzing Math Strategies</h2>
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  <h3 style="color: white; text-align: center">
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- <a href="https://sites.google.com/view/astra-research" style="color: gr.themes.colors.red; text-decoration: none;">Papers</a> |
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- <a href="https://huggingface.co/spaces/suryadev1/astra/tree/main" style="color: #1E90FF; text-decoration: none;">Source Code</a> |
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  <a href="https://drive.google.com/file/d/1wussSAYV5WfRSgYNEDgxWNqMUNoiu65u/view" style="color: #1E90FF; text-decoration: none;">User Guide</a>
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@@ -872,7 +871,8 @@ content = """
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  <p style="color: white;">Welcome to a demo of ASTRA. ASTRA is a collaborative research project between researchers at the
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  <a href="https://sites.google.com/site/dvngopal/" style="color: #1E90FF; text-decoration: none;">University of Memphis</a> and
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  <a href="https://www.carnegielearning.com" style="color: #1E90FF; text-decoration: none;">Carnegie Learning</a>
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- to utilize AI to improve our understanding of math learning strategies.</p>
 
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  <p style="color: white;">This demo has been developed with a pre-trained model (based on an architecture similar to BERT ) that learns math strategies using data
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  collected from hundreds of schools in the U.S. who have used Carnegie Learning’s MATHia (formerly known as Cognitive Tutor), the flagship Intelligent Tutor that is part of a core, blended math curriculum.
 
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  <h2 style="color: black;">An AI Model for Analyzing Math Strategies</h2>
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  <h3 style="color: white; text-align: center">
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+ <a href="https://sites.google.com/view/astra-research" style="color: gr.themes.colors.red; text-decoration: none;">Publications & Software</a> |
 
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  <a href="https://drive.google.com/file/d/1wussSAYV5WfRSgYNEDgxWNqMUNoiu65u/view" style="color: #1E90FF; text-decoration: none;">User Guide</a>
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  <p style="color: white;">Welcome to a demo of ASTRA. ASTRA is a collaborative research project between researchers at the
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  <a href="https://sites.google.com/site/dvngopal/" style="color: #1E90FF; text-decoration: none;">University of Memphis</a> and
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  <a href="https://www.carnegielearning.com" style="color: #1E90FF; text-decoration: none;">Carnegie Learning</a>
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+ to utilize AI to improve our understanding of math learning strategies.
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+ This code is licensed under the MIT license: see LICENSE for details. If you use this in a published work, please cite the related papers.</p>
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  <p style="color: white;">This demo has been developed with a pre-trained model (based on an architecture similar to BERT ) that learns math strategies using data
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  collected from hundreds of schools in the U.S. who have used Carnegie Learning’s MATHia (formerly known as Cognitive Tutor), the flagship Intelligent Tutor that is part of a core, blended math curriculum.