https://github.com/jloveric/vector-neural-networks
Experiments in vector neural networks
https://github.com/jloveric/vector-neural-networks
Last synced: 2 months ago
JSON representation
Experiments in vector neural networks
- Host: GitHub
- URL: https://github.com/jloveric/vector-neural-networks
- Owner: jloveric
- License: mit
- Created: 2023-11-21T02:32:58.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2023-11-25T23:12:09.000Z (over 1 year ago)
- Last Synced: 2025-02-12T19:47:48.479Z (4 months ago)
- Language: Python
- Size: 10.7 KB
- Stars: 0
- Watchers: 2
- Forks: 1
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# vector-neural-networks
Experiments in vector neural networks
## Installing
```
poetry install
```
## Running tests
```
pytest -s tests
```
## Relevant Papers
[Vector Neurons: A General Framework for SO(3)-Equivariant Networks](https://arxiv.org/pdf/2104.12229.pdf)
Other papers to check out
[Multi-Valued Neural Networks](https://d1wqtxts1xzle7.cloudfront.net/45711648/jounal-paper-V175B-libre.PDF?1463496523=&response-content-disposition=inline%3B+filename%3DMultilayer_Neural_Network_with_Multi_Val.pdf&Expires=1700956649&Signature=ZD9XaW2G2KahaVwgzb6Rgc8Fy4kJZxg4qBeWJJH0-JWYTFYB62RqxX7xfiJcXFpA4UoYXbJRyQcicMrwDdNdFeJOkm-cy9tVme5fJHbBgryHgRH~O90tRv9DQgftqdGAIG7mWS2LLWEkLqhJGmkNGhDRQ1u5yQNd5LSgjQasfYZU7QPObq7Up6SADkLzWpa1cdqqKvv5FMEacC4o~yAdvHCMUnRcw8hk52VRwNduDHL1Es1Mtwjs0Kqmgl4kvb6qTw1wmH3sSsB2YYqASSnB0Vuf-Nw1eUGLGj9E~ZGdQa1hesUmJNid9khmf-OUKrb4zplTmNnxg~vRfYWsBL3Y2A__&Key-Pair-Id=APKAJLOHF5GGSLRBV4ZA)