# metrofun/machine-learning-surveys

A curated list of Machine Learning Surveys, Tutorials and Books.

Repository: https://github.com/metrofun/machine-learning-surveys
Canonical: https://ross.abutalabs.com/products/machine-learning-surveys
Language: JavaScript
License Family: other
Topics: machine-learning, awesome, awesome-list, list
Last push: 2023-01-03T13:49:06+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": 3388, "days_push": 1338, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases, no_license
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 1409, forks 198 (observed 2026-08-28T04:04:38.693570+00:00)

## What it is
A curated list of machine learning surveys, tutorials, and books organized by topic areas such as deep learning, reinforcement learning, and computer vision. It serves as a reading guide pointing to academic literature rather than providing software itself.

## Use cases
- find machine learning survey papers to read
- curated reading list for learning machine learning
- overview papers on deep learning and reinforcement learning
- machine learning tutorials and books by topic
- starting point for ML literature review

## When to choose
- you want a topic-organized index of ML survey papers and books
- you need a quick starting point for a literature review in a specific ML subfield
- you prefer human-curated lists over search engines

## When to avoid
- you need runnable code, libraries, or datasets rather than paper references
- you want up-to-the-minute coverage of recent papers
- you need a tool that executes or processes anything

## Facets
- artifact type: learning-resource
- maturity: maintenance
- function: developer-tools
- domain: machine-learning, deep-learning, computer-vision, tutorials, awesome-lists
- platform: -
- tags: curated-list, surveys, academic-papers, reading-list, awesome-list, natural-language-processing, web-server

## Member repositories
- metrofun/machine-learning-surveys (main) score 32

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:04:38.693570+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 2026-08-30T04:38:32.964662+00:00, confidence not recorded.
  - readme: https://github.com/metrofun/machine-learning-surveys (fetched 2026-08-28T04:04:38.693570+00:00, sha 0765eb5c1ce5)
- Data as of 2026-08-30T08:39:29.467469+00:00.