pietro prep notes

[pietroppeter]

prep notes

• how many streamlit apps I have created in TG:
  • lag analysis
  • Lizzie!
  • STS curves
  • Plot options
  • NPI
  • seas clust
  • Shap values
  • SO99+ demo db
  • data exploration (titanic)
  • Nixtla (not only) Time series
  • LLM
• not TG:
  • semantlit
  • indovina chi with animals? (NEW)
  • ML with images (NEW)
  • collie (clustering colors)
  • Imagining trees (decision trees and colors)
  • Fill in missing details

What to cover:

• basics of streamlit
• Live demo to show how nice the workflow is (prep + have video ready)
  • search in text (pitone nella divina commedia)
  • use some simple app concept (indovina l’animale)
• more streamlit elements using more example dashboards
• session and caching!
• multi pages
• Authentication
• Hacking the frontend
  • components
• deploying options
• streamlit the company
  • people behind and influencers
• streamilt with fastapi
• Limitations and alternatives
  • nicegui
  • reflex
  • fastui
  • solara
  • gradio

Presentation with reveal.js! https://discuss.streamlit.io/t/new-component-streamlit-reveal-slides-create-reveal-js-presentations-in-streamlit/43877

• [x] catch up: fanilo last 6 months of stuff in streamlit

App to build:

• [ ] Something ast? Mmh for first app better something very simple!
• [ ] 1) Commedia: search for words in divina commedia (and promessi sposi)
• [ ] DecidiAlberto
• [ ] 2) clustering colors Collie (culìcolà)
• [ ] Aranzullami! (mmh, maybe not)
• [ ] 3) Semantlit
• [ ] 4) Indovinamoji
• [ ] 5) Time series forecasting dashboard (polars, duckdb, plotly, nixtla)
• [ ] A supply chain explainer dashboard
• [ ] Search meetup
• [ ] Some classifier following fastai course?
• [ ] Plotly options?
• [ ] Something spacy?
• [ ] A prodigy clone?

Probably the fastest way to deliver a user facing app using python. A minimal effort/maximum result

advanced topics yet to study

• logging! https://discuss.streamlit.io/t/save-log-into-a-file-using-streamlit-logger/35953/15

top N apps

A list of selected best apps doing stuff:

• something with folium?
• sophisticated palette?

[pietroppeter]

first draft is done and fine like that. this notes belong to closed issues