# astorfi/Deep-Learning-Roadmap

:satellite: Organized Resources for Deep Learning Researchers and Developers

Repository: https://github.com/astorfi/Deep-Learning-Roadmap
Canonical: https://ross.abutalabs.com/products/astorfi-deep-learning-roadmap
Homepage: https://machinelearningmindset.com/deep-learning-resources/
Language: Python
License: MIT
License Family: permissive
Topics: deep-learning, reinforcement-learning
Last push: 2022-12-22T21:26:37+00:00

## Health v2 (maintenance only)
Score: 32/100 (v2, computed 2026-09-03T02:20:16.233290+00:00)
- activity 0, release rhythm 35, longevity 100
- inputs: {"age_days": 2943, "days_push": 1350, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 3184, forks 309 (observed 2026-08-28T04:07:47.990314+00:00)

## What it is
A curated, organized collection of resources for deep learning researchers and developers, structured into fine-grained categories for easy lookup. It serves as a roadmap pointing to papers, tutorials, and tools rather than providing code itself.

## Use cases
- find deep learning learning resources
- roadmap for learning deep learning
- curated list of deep learning papers and tutorials
- resources for reinforcement learning
- starting point for deep learning researchers

## When to choose
- you want a well-organized shortcut to deep learning materials
- you know what topic you need and want targeted resources
- you are a beginner needing general starting resources

## When to avoid
- you need runnable code or a library
- you need up-to-date resources, as the repo has not been actively updated since 2022

## Facets
- artifact type: learning-resource
- maturity: maintenance
- function: documentation
- domain: deep-learning, machine-learning, tutorials
- platform: python
- tags: awesome-list, curated-resources, roadmap, reinforcement-learning

## Member repositories
- astorfi/Deep-Learning-Roadmap (main) score 32

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:07:47.990314+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 2026-08-30T07:25:01.257366+00:00, confidence not recorded.
  - readme: https://github.com/astorfi/Deep-Learning-Roadmap (fetched 2026-08-28T04:07:47.990314+00:00, sha c8a67aedaa8c)
- Data as of 2026-08-30T08:39:29.467469+00:00.