From a141bd39dc770c07cf48a18d3ecb8ecb55d9cdf2 Mon Sep 17 00:00:00 2001 From: liyuan97 <33855278+liyuan97@users.noreply.github.com> Date: Mon, 31 Oct 2022 10:40:40 +0800 Subject: [PATCH 1/2] Add comirec Model. (#83) * Add comirec Model. --- README.md | 6 + deepmatch/models/__init__.py | 1 + deepmatch/models/comirec.py | 188 +++++++++++++++++++++++ docs/pics/comirec.jpg | Bin 0 -> 102540 bytes docs/source/Features.md | 7 + docs/source/Models.rst | 2 +- docs/source/deepmatch.models.comirec.rst | 7 + docs/source/deepmatch.models.rst | 1 + tests/models/COMIREC_test.py | 33 ++++ 9 files changed, 244 insertions(+), 1 deletion(-) create mode 100755 deepmatch/models/comirec.py create mode 100644 docs/pics/comirec.jpg create mode 100644 docs/source/deepmatch.models.comirec.rst create mode 100644 tests/models/COMIREC_test.py diff --git a/README.md b/README.md index a02cb8c..b6451bd 100644 --- a/README.md +++ b/README.md @@ -32,6 +32,7 @@ Let's [**Get Started!**](https://deepmatch.readthedocs.io/en/latest/Quick-Start. | NCF | [WWW 2017][Neural Collaborative Filtering](https://arxiv.org/abs/1708.05031) | | SDM | [CIKM 2019][SDM: Sequential Deep Matching Model for Online Large-scale Recommender System](https://arxiv.org/abs/1909.00385) | | MIND | [CIKM 2019][Multi-interest network with dynamic routing for recommendation at Tmall](https://arxiv.org/pdf/1904.08030) | +| COMIREC | [KDD 2020][Controllable Multi-Interest Framework for Recommendation](https://arxiv.org/pdf/2005.09347.pdf) | ## Contributors([welcome to join us!](./CONTRIBUTING.md)) @@ -60,6 +61,11 @@ Let's [**Get Started!**](https://deepmatch.readthedocs.io/en/latest/Quick-Start. LeoCai
ByteDance
+Tencent
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