analytics-zoo release 0.3.0
liu-shaojun
released this
05 Mar 10:02
·
17076 commits
to bigdl-2.0
since this release
Highlights
-
Distributed TensorFlow (both training and inference) on Spark, which supports:
- Data wrangling and analysis using PySpark
- Deep learning model development using TensorFlow or Keras
- Distributed training/inference on Spark and BigDL
- All within a single unified pipeline and in a user-transparent fashion!
-
More support for text processing and models, including:
- Common feature engineering operations for text data (such as tokenization, normalization, padding, etc.)
- Word Embedding layers that directly load pretrained GloVe model
- Text matching models (such as KNRM)
-
Various improvements and new features, such as:
- Support for trainable variable (Parameter)
- Support for Keras objectives (with zero-based label)
- Improvements to model serving APIs
- Improvements to example and use case documents