naturomics/CapsNet-Tensorflow
A Tensorflow implementation of CapsNet(Capsules Net) in paper Dynamic Routing Between Capsules observed · 2026-08-28
Health v2 · maintenance only
32/100
- Activity 0
- Release rhythm 35
- Longevity 100
Flags: no_releases
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 3231
- days_rel: n/a
- days_push: 2811
- n_releases_24m: 0
Adoption not part of the score
3786 stars · 1138 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded
A TensorFlow implementation of CapsNet (Capsule Networks) based on Geoffrey Hinton's paper 'Dynamic Routing Between Capsules'. It supports training on MNIST and Fashion-MNIST datasets with multi-GPU support.
Use cases
- reproduce CapsNet results from the Dynamic Routing Between Capsules paper
- train a capsule network on MNIST
- train a capsule network on Fashion-MNIST
- learn how dynamic routing between capsules is implemented in TensorFlow
- study capsule network architecture code for research
When to choose
- you want a reference implementation of the original CapsNet paper in TensorFlow
- you are studying or teaching capsule networks and dynamic routing
- you need to benchmark capsule networks on MNIST or Fashion-MNIST
When to avoid
- you want to build custom models with capsule layers - the author recommends the CapsLayer library instead
- you need PyTorch or another framework
- you need a maintained library for production use - the repo has not been updated since 2018
Facets
library · maturity maintenance
machine-learning deep-learning machine-learning deep-learning computer-vision python windows capsnet capsule-network tensorflow dynamic-routing mnist image-classification linux macos
1 source
- readme: https://github.com/naturomics/CapsNet-Tensorflow · fetched 2026-08-28 · 8d24c870b39e
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| naturomics/CapsNet-Tensorflow | main | 32 |
For agents
markdown · JSON · MCP: product_card(name="naturomics/CapsNet-Tensorflow")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem