This is the last version before 1.0 which encompass all the patches made in the last year to stabilize and improve TensorFlow Similarity.
New key features
- New in-memory zero-dependency backend as default - TFsim now use a exact KNN fully written in TensorFlow operations as default backed as it is fast sub 1M points, has zero dependency and support realtime clusterinb [Elie, Owen, Ali]
- New backend abstraction: Indexing/Search has been re-written to allows better backend integration [Ali]
- FAISS support as backend [Ali]
- Redis support as backend [Ali]
- New data sampler that support the full Keras API API [Owen]
- Lifted Structured Loss added Lorenzobattistela
Improvements
- New serialization that leverage improvement in Keras serialization [Owen]