koaning/drawdata

Health v2 · maintenance only

Adoption not part of the score

1671 stars · 150 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A Python library providing notebook widgets for drawing datasets interactively, built on anywidget. Drawn data can be exported as lists, pandas/polars dataframes, or scikit-learn X/y arrays.

Use cases

• draw datasets interactively in a jupyter notebook
• create toy datasets for teaching machine learning algorithms
• generate classification data by drawing colored clusters
• draw regression data and get X y arrays for scikit-learn
• use an interactive drawing widget in marimo or colab

When to choose

• teaching or demonstrating ML algorithms with hand-drawn toy datasets
• quickly prototyping classifiers or regressions in notebooks
• you need widgets that work across Jupyter, VSCode, Colab, and marimo

When to avoid

• you need large or realistic synthetic datasets
• you are not working in a notebook environment
• you need programmatic dataset generation with precise control

Facets

library · maturity active

data-visualization data-generation ui-components developer-tools data-science machine-learning education developer-tools python jvm-scripting browser jupyter notebook-widgets anywidget marimo ipywidgets teaching-tools scatter-plot

Member repositories

For agents

markdown · JSON · MCP: product_card(name="koaning/drawdata")