TensorFlow Recommenders Addons v0.3.0

Release Notes

This is the 3rd release of TensorFlow Recommenders-Addons
Main Features:

• tfra.dynamic_embedding
  • Support Redis as Key-Value Backend by @MoFHeka , demo, doc
  • Support bpv2 (update de by adding delta instead of setting) by @hxfxjun @rhdong , demo
  • Add Clear API for dynamic_embedding.Variable by @yuanqingsunny , PR
• tfra.embedding_variable
  • Support tf.fixed_size_partitioner by @qqsun8819

What's Changed

• add dynamic_embedding.Variable clear by @yuanqingsunny in #100
• [doc] add DynamicEmbeddingOptimizer to rfc by @rhdong in #101
• [doc-fix]add TF_VERSION to env. by @rhdong in #106
• [fix] Import of GPUHashTable should clear firstly. by @rhdong in #108
• [fix] style guide spell error by @rhdong in #120
• [feat] add Accum and FindWithExists APIs for hashtable by @rhdong in #116
• [fix] fix syntax error in EmbeddingVariable tutorial by @qqsun8819 in #127
• [fix] fix runtime error in EmbeddingVariable tutorial for graph mode by @qqsun8819 in #129
• [fix] embedding variable is_initialized not executed in graph mode by @qqsun8819 in #130
• Fix ktype not set in embedding variable tutorial by @qqsun8819 in #131
• Fix embedding variable tutorial notebook format error by @qqsun8819 in #132
• [feat] bpv2 (update de by adding delta instead of setting) by @nrailgun in #133
• Support Keras APIs and fix save-restore issue in TF2 by @Lifann in #119
• EmbeddingVariable add local and distributed examples by @qqsun8819 in #141
• Doc: add instruction for sign git commit for PR by @qqsun8819 in #142
• [demo] move ev example to demo. by @rhdong in #144
• Fix bug: incompatible jobs with explicit placement. by @Lifann in #145
• EmbeddingVarialbe support partitioner by @qqsun8819 in #140
• Support DynamicEmbeddingOptimizer bp_v2 parameter Settings, solve the… by @hxfxjun in #148
• embedding_variable.get_variable support int32 key type by @qqsun8819 in #149
• Revert "Add Redis backend feature to TFRA" by @rhdong in #154
• correct ev doc link by @qqsun8819 in #152
• [feat]Add Redis backend feature to TFRA by @MoFHeka in #157
• add qqsun8819 as code owner by @qqsun8819 in #161
• fix cleate_slot_var import xla_sharding error in tf >=2.5 by @qqsun8819 in #160
• [fix] Added more type and value check for Redis backend config file to prevent unconditional setting. by @MoFHeka in #159
• [fix]Github auto merge hide the email address, revert and push the right address by @MoFHeka in #163
• [feat] Update dependent & CI & readme for TF version 2.5.1 by @rhdong in #165
• [fix] CI fail on TF2.4.1 by @rhdong in #168
• [hotfix]I forget to modify RestoreFromDisk and HscanGetKeysValsInBucket in cluster mode code by @MoFHeka in #166

Thanks to our Contributors

• @Lifann
• @yuanqingsunny
• @qqsun8819
• @nrailgun
• @hxfxjun
• @MoFHeka
• @rhdong

Full Changelog: https://github.com/tensorflow/recommenders-addons/commits/v0.3.0