You do not have permission to delete messages in this group
Copy link
Report message
Sign in to report message
Show original message
Either email addresses are anonymous for this group or you need the view member email addresses permission to view the original message
to BigDL User Group, User
Hi Everyone,
I’m happy to announce the 0.11.0 release of Analytics Zoo
(distributed TensorFlow and PyTorch on Apache Spark & Ray); the
highlights of this release include:
Chronos: a new time-series analysis library with AutoML:
Built-in support of ~100 algorithms for time series forecast (e.g., TCN, seq2seq, ARIMA, Prophet, etc.), anomaly detection (e.g., DBScan, AutoEncoder etc.), and feature transformations (using TSDataset).
Reference implementation of large-scale feature transformation pipelines for recommendation systems (e.g., DLRM, DIEN, W&D, etc.)
Enhancements to Orca (scaling TF/PyTorch models to distributed Big Data) for end-to-end computer vision pipelines (distributed image preprocessing, training and inference); for more information, please see our CPVR 2021 tutorial.
Initial Python and PySpark (in addition to Scala/Java) application support for PPML (privacy preserving big data and machine learning)
For more details, please see our github repo and document website.