OrcaNet and OrcaSong: KM3NeT deep-learning framework and image/graph data preparation
OrcaNet / OrcaSong: KM3NeT deep-learning framework and image/graph data generation
OrcaNet (Keras/TensorFlow NN training for KM3NeT) and OrcaSong (turns hit information of neutrino events into images/graphs for NN input).
Get it
| Location | Role | Host | Formats | Size |
|---|---|---|---|---|
| https://git.km3net.de/ml/OrcaNet | primary | Institutional / collaboration web page | ||
| https://git.km3net.de/ml/OrcaSong | mirror | Institutional / collaboration web page | ||
| https://pypi.org/project/orcanet/ | mirror | Package registry | ||
| https://pypi.org/project/orcasong/ | mirror | Package registry | ||
| https://arxiv.org/abs/2004.08254 | documentation | arXiv ancillary files |
Metadata
| Licence | Unknown AGPL (version not stated on the page) |
|---|---|
| Access | Open |
| Experiments | KM3NeT |
| Detectors | KM3NeT ORCA |
| Purpose | Reconstruction |
| Development | unknown |
Know of another paper or code that uses this, or an input it depends on? Tell us.
Papers
- arXiv:2004.08254 (describes)
Curation
| Status | Curated (candidate: harvested, not reviewed · curated: reviewed metadata · verified: resource downloaded and checked against its paper) |
|---|---|
| Added | 2026-10-23 |
| Curator notes | • found by targeted web search; verified: KM3NeT GitLab pages reachable (HTTP 200); PyPI metadata (summary, AGPL licence). • No public ML training set found; KM3NeT open data (ORCA6) catalogued. |