app.py

from common import *
st.set_page_config(page_title="NIRS Utils", page_icon=":goat:", layout="wide")




# page layout
BackgroundImg(change = None)
add_header()
add_sidebar(pages_folder)
local_css(css_file / "style_app.css")




# Page affiliation
with st.container():
    st.subheader("Plateforme d'Analyses Chimiques pour l'Ecologie-PACE :goat:")
    st.markdown("""
        <h1 class="header1">Easily process <br> your spectral data<br> with <span class="green">NIRS Utils</span></h1>
        """, unsafe_allow_html=True)

# add graphical abstract
st.markdown(
    """
    <div style="height: 50px;"></div>
    """,
      unsafe_allow_html=True)
c1, c2 = st.columns([2, 2])
with c2:
    image = Image.open("images/general.JPG")
    new_image = image.resize((700, 400))
    c2.image(new_image)


# subpage info
st.markdown(
    """
    <div style="height: 50px;"></div>
    """,
      unsafe_allow_html=True)

c3, c4, c5 = st.columns([2, 1.5, 2])
with c3:    
    st.markdown('<h2 class="centered-text">About</h2>', unsafe_allow_html=True)
    st.markdown('<h3 class="centered-text"> NIRS Utils is a powerful tool that was developed to ease the spectral data processing process. It benifits from the synergy between web and data science frameworks to offer a user-friendly interface featured a variety of analytical capabilities. Further information can be found here.</h3>', unsafe_allow_html=True)

with c5:    
    st.markdown('<h2 class="centered-text">Key Features</h2>', unsafe_allow_html=True)
    st.markdown('<h3 class="centered-text"> Our app featured a variety of analytical capabilities that makes it the optimal solution for spectral data processing : <br> - Easy-to-use. <br> - Use advanced frameworks. <br> - Enhanced automation capabilities. <br> - Saves your time and efforts.</h3>', unsafe_allow_html=True)


# add buttons at the bottom of the page
header1, header2, header3,header4 = st.columns(4)
if header1.button("Inputs"):
    st.switch_page(pages_folder / '0-inputs.py')
if header2.button("Samples Selection"):
    st.switch_page(pages_folder / '1-samples_selection.py')
if header3.button("Models Creation"):
    st.switch_page(pages_folder / '2-model_creation.py')
if header4.button("Predictions"):
    st.switch_page(pages_folder / '3-prediction.py')