Streamlit is a Web Framework which is build for Data Scientist to readily convert their projects/analysis into a web application.
To install streamlit run the following command at the prompt, after cloning this repo.
$ sudo pip3 install -r requirements.txt$ streamlit run app.py# The well known alias
import streamlit as st# c is the altair chart object
st.altair_chart(c, use_container_width=True)# chart_data is a pd.DataFrame object
st.area_chart(chart_data)# audio_bytes is a BytesIO object
st.audio(audio_bytes, format='audio/ogg')# data is a pd.DataFrame object
show_data = st.checkbox('Show Raw Data')
if show_data:
st.write(data)option = st.selectbox('Which Language do you know?', ('C', 'Python', 'Java'))
st.write('You Know:', option)# To display text in it
st.text("This is simply a text")# Render latex code on the dashboard
st.latex(r'''
E = MC^2
''')# Display markdown code
st.markdown("I have rendered **markdown code** in this")# Display the title(it is usually in bold and caps)
st.title('Display Title')# Header of any section(much less bold than title)
st.header('Section Header')# This is a subheader
st.subheader('My Subheader')