# zackchase/mxnet-the-straight-dope

An interactive book on deep learning. Much easy, so MXNet. Wow. [Straight Dope is growing up] ---> Much of this content has been incorporated into the new Dive into Deep Learning Book available at https://d2l.ai/.

Repository: https://github.com/zackchase/mxnet-the-straight-dope
Canonical: https://ross.abutalabs.com/products/mxnet-the-straight-dope
Homepage: https://d2l.ai/
Language: Jupyter Notebook
License: Apache-2.0
License Family: permissive
Last push: 2020-04-19T02:46:01+00:00

## Health v2 (maintenance only)
Score: 23/100 (v2, computed 2026-09-03T02:20:16.233290+00:00)
- activity 0, release rhythm 8, longevity 100
- inputs: {"age_days": 3340, "days_push": 2327, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: none
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 2562, forks 707 (observed 2026-08-28T04:07:00.990317+00:00)

## What it is
An interactive deep learning book built as a sequence of Jupyter notebooks teaching deep learning concepts using Apache MXNet and its Gluon interface. The project is deprecated and its content has been incorporated into the Dive into Deep Learning book at d2l.ai.

## Use cases
- learn deep learning from scratch with runnable code
- understand MXNet and the Gluon API
- find course material for a deep learning class
- get example code for neural network concepts
- study deep learning fundamentals interactively

## When to choose
- you specifically want to learn MXNet/Gluon with notebook-based tutorials
- you want free, open-source deep learning course material with runnable code

## When to avoid
- you want actively maintained content - use d2l.ai instead
- you prefer PyTorch or TensorFlow examples
- you need production tooling rather than educational material

## Facets
- artifact type: learning-resource
- maturity: abandoned
- function: deep-learning, machine-learning
- domain: deep-learning, machine-learning, tutorials
- platform: python, cross-platform
- tags: jupyter-notebooks, mxnet, gluon, deprecated, textbook, interactive-book

## Member repositories
- zackchase/mxnet-the-straight-dope (main) score 23

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:07:00.990317+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T02:23:30.101333+00:00, confidence not recorded.
  - readme: https://github.com/zackchase/mxnet-the-straight-dope (fetched 2026-08-28T04:07:00.990317+00:00, sha 5b0ae93a04f2)
  - homepage: https://d2l.ai/ (fetched 2026-08-29T10:06:03.872676+00:00, sha 3792d61c2aee)
  - site_page: https://d2l.ai/chapter_installation/index.html (fetched 2026-08-29T10:06:03.883135+00:00, sha 6ebdfa9bec4e)
  - site_page: https://d2l.ai/chapter_preliminaries/lookup-api.html (fetched 2026-08-29T10:06:03.885189+00:00, sha bd5f6def5259)
- Data as of 2026-08-30T08:39:29.467469+00:00.