# Chen-Cai-OSU/awesome-equivariant-network

Paper list for equivariant neural network

Repository: https://github.com/Chen-Cai-OSU/awesome-equivariant-network
Canonical: https://ross.abutalabs.com/products/awesome-equivariant-network
License Family: other
Last push: 2024-08-19T22:59:42+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": 2058, "days_push": 744, "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 1097, forks 108 (observed 2026-08-28T04:03:34.604898+00:00)

## What it is
A curated awesome-list of research papers on equivariant neural networks, covering group convolutions, steerable CNNs, spherical CNNs, and applications. It is a work-in-progress reading list with community-contributed paper suggestions.

## Use cases
- find papers on equivariant neural networks
- learn about group equivariant convolutions
- research steerable and spherical CNNs
- build a reading list for geometric deep learning
- survey rotation equivariance in deep learning

## When to choose
- you need a curated survey of equivariance literature
- you are starting research in geometric deep learning
- you want canonical papers like Group Equivariant CNNs and Spherical CNNs in one place

## When to avoid
- you need runnable code or a library
- you want a tutorial with exercises rather than a paper list
- you need non-equivariance deep learning topics

## Facets
- artifact type: learning-resource
- maturity: active
- function: documentation
- domain: machine-learning, deep-learning, tutorials, awesome-lists
- platform: -
- tags: awesome-list, equivariant-networks, paper-list, geometric-deep-learning, research, web-server

## Member repositories
- Chen-Cai-OSU/awesome-equivariant-network (main) score 32

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:03:34.604898+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 2026-08-30T06:46:21.326284+00:00, confidence not recorded.
  - readme: https://github.com/Chen-Cai-OSU/awesome-equivariant-network (fetched 2026-08-28T04:03:34.604898+00:00, sha b5944d733148)
- Data as of 2026-08-30T08:39:29.467469+00:00.