| |
| import streamlit as st |
| from utils import add_navigation, add_instruction_text |
| from utils import pipeline_data |
|
|
| def render(): |
| add_navigation("txt_developer_decisions", "txt_ica") |
|
|
| add_instruction_text( |
| """ |
| Developers make a huge number of decisions when designing ML models. <br> |
| Dive into some examples below to get a feel of how model design works. |
| """ |
| ) |
| |
| if "active_stage" not in st.session_state: |
| st.session_state.active_stage = None |
| if "active_substage" not in st.session_state: |
| st.session_state.active_substage = None |
|
|
| |
| cols = st.columns(len(pipeline_data)) |
| for idx, stage in enumerate(pipeline_data.keys()): |
| with cols[idx]: |
| if st.session_state.active_stage==stage: |
| button_click_s = st.button(stage, type="primary") |
| else: |
| button_click_s = st.button(stage) |
| if button_click_s: |
| st.session_state.active_stage = stage |
| st.session_state.active_substage = None |
| st.rerun() |
|
|
| |
| if st.session_state.active_stage: |
| st.markdown(pipeline_data[st.session_state.active_stage]["explain_text"]) |
| st.markdown("---") |
| sub_stages = pipeline_data[st.session_state.active_stage] |
| sub_cols = st.columns(len(sub_stages)-1) |
| for idx, sub in enumerate(set(sub_stages.keys()) - {"explain_text"}): |
| with sub_cols[idx]: |
| if st.session_state.active_substage==sub: |
| button_click_ss = st.button(sub, type="primary") |
| else: |
| button_click_ss = st.button(sub) |
| if button_click_ss: |
| st.session_state.active_substage = sub |
| st.rerun() |
|
|
| |
| if st.session_state.active_substage: |
| st.markdown(pipeline_data[st.session_state.active_stage][st.session_state.active_substage]["explain_text"]) |
| st.markdown("---") |
| questions = pipeline_data[st.session_state.active_stage][st.session_state.active_substage]["sub_decisions"] |
| for q in questions: |
| st.write(f"- {q}") |
