10.5281/zenodo.3522018
https://zenodo.org/records/3522018
oai:zenodo.org:3522018
Ignat Drozdov
Ignat Drozdov
Bering Limited
Benjamin Szubert
Benjamin Szubert
Bering Limited
ivis: dimensionality reduction in very large datasets using Siamese Networks
Zenodo
2019
2019-10-29
https://github.com/beringresearch/ivis/tree/1.6.0
10.5281/zenodo.2907841
1.6.0
Other (Open)
Major features:
Support for semi-supervised dimensionality reduction
Switch from using fit_generator to fit for training the Keras model
Address eager execution issues with TF 2.0
User-configurable on-disk-building of Annoy index.
Tidy handling of interrupted multi-thread processes
Minor features:
Tests for semi-supervised DR
Improved input validation
Better hyper parameter validation
Slight changes to default hyperparameters
Bug fixes