Montin

Montin is a Python library for generating self-contained, interactive HTML reports from data — a single .html file with no runtime, ideal for batch-generated ML and analytics output, dashboards, and technical reports.

Content lives on a grid of typed cells (charts, tables, metrics, code, images, diagrams). Build a report programmatically, then write() it to one portable file you can email, commit, or serve.

# Core only
pip install montin

# Adds Markdown rendering + WebP image conversion
pip install "montin[full]"

Live demo

The report below is an example of the capabilities of Montin.

For a better view, click the ⛶ Fullscreen (F) button on the bottom toolbar.

Example of use:

from montin import Deck, Plugins, SlideDefaults

deck = Deck(
    title="Report",
    plugins=[Plugins.Plotly(), Plugins.Mermaid()],
)

deck.add_title("Report", subtitle="Production Engineering")

slide = deck.add_slide("KPIs", nrows=1, ncols=3)

slide.add_metric(value=98.7, label="Efficiency (%)", delta=+2.3)
slide.add_metric(value=142,  label="Defects", delta=-18)
slide.add_metric(value="4.8", label="NPS")

deck.write("report", open_browser=True)

Guides

Reference