v0.4.2

fix some bugs.

release/0.4.0

Major Features and Improvements

• fix final exporter bug under ps-worker-evaluator mode;
• fix fg export bug for multi-task models;
• add dlrm models;
• add vector retrieve function;
• add interface to export checkpoints which could run on alibaba RTP(RealTime serving Platform);
• add support for hive table as data input;
• add support for export embedding variable(kv embedding) separately from dense variables;
• add support for multi optimizers and gradient freezing ability.

Download

easy_rec-0.4.0-py2.py3-none-any.whl

release/0.3.0

Release 0.3.0

Major Features and Improvements

• Add support for sequence feature #62
• Update esmm loss function #76
• Add auc.num_thresholds setting #76
• Add Cold start model #80
• Add Collaborative Metric Learning i2i model #80
• Add TextCNN model #80
• Compat with DataScience enviroment #86
• Support offline inference on DataScience #100
• Add Unit Test #91

Bug Fixes and Other Changes

• Fix bug in partitioned variable restore #71
• Fix bug in variational dropout and rocket launching #93

Documentation update

• Add document for Cold start model, Collaborative Metric Learning i2i model and TextCNN model #80

release/0.2.0

Release 0.2.0

Major Features and Improvements

• Support for early stop #1
• Support for stop by num_epoch #5
• Release MultiTask model PLE #8
• Compatible with feature_configs and feature_config.features #48
• import fg_json to easyrec_config #54
• upgrade params in feature config to higher precision #65
• add write_graph option to train config. #65
• Compatible with FG dtype and EasyRec dtype #66

Bug Fixes and Other Changes

• fix hyperparams_builder bug in tf2 #64
• fix default value bug in inference #66
• fix workqueue dtype bug in OdpsRTPInput #67

Documentation update

• update tutorial doc #56 #68
• update train doc #4
• update hpo doc #4
• update feature doc #6
• update inference doc #7 #56
• update develop doc #56
• update optimize doc #56
• update release doc #56
• update readme #56 #58

release/0.1.4

add more models and data processing functions.

release/0.1.0

initial release.