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Releases: LongmaoTeamTf/deep_recommenders

v2.0.0

15 Aug 08:40
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Merge 1.x and 2.x to master.

  • Add code coverage
  • Add code quality
  • Add CI testing
  • Change LICENSE to Apache 2.0
  • Support more tensorflow versions

v1.1.2

09 May 03:37
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添加GCN

  • deep_recommenders/layers/gnn.py#GCN
  • deep_recommenders/tests/test_layer_gcn.py
  • experiments/gcn.ipynb

重写README.MD

  • model [Code] [Expr] paper title

v1.1.1

12 Mar 02:57
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修正 FM 层

  • 修正 FM 层的相关计算错误,并支持两种模式:
    • 权重共享模式,FM只参与特征交叉计算,与Embedding层共享权重
    • 隐向量模式,FM会将稀疏的输入进行隐向量分解,即传统FM模型计算模式
  • 添加 DeepFM 实验

v1.1.0

09 Mar 09:32
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参考 Tensorflow Recommenders 改版

在 Tensorflow Recommenders 基础上添加了如下层:

Ranking

  • FM
  • xDeepFM
  • DIN

Metrics

  • Faiss

NLP

  • MultiHeadAttetion
  • Transformer

v0.1.0-beta

03 Feb 12:52
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v1.0.0-beta

测试版