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.gitattributes

@@ -33,3 +33,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+src/logo.png filter=lfs diff=lfs merge=lfs -text
+src/Showcase.gif filter=lfs diff=lfs merge=lfs -text

src/.gitattributes

@@ -0,0 +1,2 @@
+# Auto detect text files and perform LF normalization
+* text=auto

src/.gitignore

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+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+.pytest_cache/
+cover/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+db.sqlite3-journal
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+.pybuilder/
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+#   For a library or package, you might want to ignore these files since the code is
+#   intended to run in multiple environments; otherwise, check them in:
+# .python-version
+
+# pipenv
+#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+#   However, in case of collaboration, if having platform-specific dependencies or dependencies
+#   having no cross-platform support, pipenv may install dependencies that don't work, or not
+#   install all needed dependencies.
+#Pipfile.lock
+
+# poetry
+#   Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
+#   This is especially recommended for binary packages to ensure reproducibility, and is more
+#   commonly ignored for libraries.
+#   https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
+#poetry.lock
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow
+__pypackages__/
+
+# Celery stuff
+celerybeat-schedule
+celerybeat.pid
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre/
+
+# pytype static type analyzer
+.pytype/
+
+# Cython debug symbols
+cython_debug/
+
+# PyCharm
+#  JetBrains specific template is maintainted in a separate JetBrains.gitignore that can
+#  be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
+#  and can be added to the global gitignore or merged into this file.  For a more nuclear
+#  option (not recommended) you can uncomment the following to ignore the entire idea folder.
+#.idea/

src/Home.py

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+import streamlit as st
+import pandas as pd
+import json
+
+st.set_page_config(layout="wide")
+
+
+
+    
+def flatten_data(y):
+    out = {}
+
+    def flatten(x, name=''):
+        if type(x) is dict:
+            for a in x:
+                flatten(x[a], name + a + '_')
+        elif type(x) is list:
+            i = 0
+            for a in x:
+                flatten(a, name + str(i) + '_')
+                i += 1
+        else:
+            out[name[:-1]] = x
+
+    flatten(y)
+    return out
+
+
+
+
+st.markdown(
+    """
+    <style>
+    .aim-section {
+            background-color: #f4f7fb;
+            color: #1f2937;
+            padding: 30px;
+            border-radius: 12px;
+            line-height: 1.6;
+        }
+    </style>
+    <div class="aim-section">
+
+    <h1 style='text-align: center;'>AIM EFRC InDeS</h1>
+
+    </div>
+    """,
+    unsafe_allow_html=True
+)
+st.write("")
+
+col1, col2, col3 = st.columns([1, 2, 1])
+
+with col2:
+    st.image("images/Home.png", use_container_width=True)
+    
+st.write("")
+st.markdown(
+    """
+    <style>
+    
+    .aim-subheading {
+        font-size: 26px;
+        font-weight: 600;
+        margin-top: 25px;
+        margin-bottom: 15px;
+        
+    }
+    </style>
+
+    
+
+   
+
+    <div class="aim-subheading">
+    Artificially Intelligent Manufacturing Paradigm (AIM) for Composites
+    </div>
+
+    <p>
+    The AIM Database tool serves as a powerful, centralized hub designed to streamline collaboration and information
+    exchange within the composite materials research community. As illustrated in the diagram, the platform enables
+    researchers to actively contribute to a shared knowledge base by directly uploading vital experimental datasets 
+    through secure terminals. Users can submit specific measurements regarding mechanical properties, thermal behavior, 
+    and rheology, alongside their published journal papers, ensuring that both raw data and peer-reviewed findings are
+      integrated into one cohesive system.
+    </p>
+
+   
+
+    <p>
+    All contributed information is securely aggregated within a central cloud architecture, allowing for efficient storage,
+    organization, and retrieval by authorized users. The database is structured to comprehensively manage data across
+    essential material categories, specifically organizing inputs into distinct clusters for polymer data, fiber data,
+    and final composite data. By consolidating these diverse resources into a single accessible location, the AIM 
+    Database tool empowers scientists to cross-reference findings, avoid duplicating efforts, and ultimately accelerate 
+    innovation in the development of advanced materials.    
+    </p>
+
+    
+    """,
+    unsafe_allow_html=True
+)
+
+
+
+
+st.sidebar.write("")
+st.sidebar.write("")
+st.sidebar.write("")
+st.sidebar.write("")
+st.sidebar.write("")
+st.sidebar.write("")
+st.sidebar.write("")
+st.sidebar.write("")
+st.sidebar.image("logo.png", caption=" ", width=150)
+
+

src/README.md

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+![Showcase](Showcase.gif)

src/requirements.txt

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+streamlit
+pandas
+altair
+plotly
+PIL
+pathlib
+numpy