GeostatsGuy/DataScienceInteractivePython resource
Python interactive dashboards for learning data science observed · 2026-08-28
Health v2 · maintenance only
52/100
- Activity 82
- Release rhythm 8
- Longevity 63
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 890
- days_rel: 513
- days_push: 110
- n_releases_24m: 1
Adoption not part of the score
2589 stars · 466 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
A collection of interactive Python dashboards (Jupyter notebooks with ipywidgets) for learning data science, geostatistics, and machine learning concepts. Created by Professor Michael Pyrcz to help students learn by manipulating statistics, models, and theoretical concepts in real time.
Use cases
- learn machine learning concepts interactively
- visualize statistics and probability distributions
- explore geostatistics and spatial data analytics
- teach data analytics courses with interactive demos
- run educational notebooks in the browser with Binder
- build intuition for data science models by tweaking parameters
When to choose
- you are a student or instructor learning/teaching data science fundamentals
- you want hands-on interactive visualizations instead of static lectures
- you need browser-based notebooks without local setup via Binder
- you are studying geostatistics or spatial data analytics
When to avoid
- you need production data science tooling or libraries
- you want a maintained software package with an API rather than educational notebooks
- you need non-educational, enterprise-grade workflows
Facets
learning-resource · maturity active
data-visualization machine-learning nlp data-science education tutorials machine-learning python interactive-dashboards jupyter-notebooks geostatistics ipywidgets binder experiential-learning jupyter web
1 source
- readme: https://github.com/GeostatsGuy/DataScienceInteractivePython · fetched 2026-08-28 · 5378ac62ca81
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| GeostatsGuy/DataScienceInteractivePython | main | 52 |
For agents
markdown · JSON · MCP: product_card(name="GeostatsGuy/DataScienceInteractivePython")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem