Comments (2)
NCF has no vectors directly available for vector retrieval.
It is a neural network based collaborative filtering method. It still need the original input information to get the matching score of the user and the item through the neural network.
from deepmatch.
NCF has no vectors directly available for vector retrieval.
It is a neural network based collaborative filtering method. It still need the original input information to get the matching score of the user and the item through the neural network.
NCF后续会更新加入数值型特征进去吗? 我看ncf.py签名是yangjieyu,但是@ 不到?
user_gmf_feature_columns = [SparseFeat(feat, vocabulary_size=size, embedding_dim=user_gmf_embedding_dim)
for feat, size in user_feature_columns.items()]
user_features = build_input_features(user_gmf_feature_columns)
我看这里没单独区分数值型特征。
from deepmatch.
Related Issues (20)
- SDM只能支持item 一个特征吗?
- 当对DSSM模型设置sample_weight会报错
- 请问 DeepMath 如何给 item增加标题、描述等文本特征?
- TF2.0 报“TypeError: Could not build a TypeSpec for <KerasTensor”异常 HOT 1
- YoutubeDNN example run failed
- from preprocess import gen_data_set, gen_model_input HOT 2
- 官方示例YoutubeDNN无法运行 HOT 2
- in batch 负采样 HOT 3
- Question about Dynamic Routing in MIND model
- youtubednn部署报错
- sparsefeature,以传入vocabulary_path的方式做hash,报错 HOT 1
- 关于胶囊网络CapsuleLayer梯度停止更新问题
- 双塔模型在负样本negsample=0的时候,模型学到的是什么? HOT 1
- FM中仅类别特征有效,数值特征建模时会忽略?
- YoutubeDNN训练很慢, YoutubeDNN training so slow
- comirec还有LabelAwareAttention?我看论文是直接argmax HOT 4
- utils.py的inner product实现有问题
- YoutubeDNN导出item侧模型失败 HOT 1
- 跑完sdm模型,想导出用户塔用作实时召回,savemodel格式,失败,显示缺失state
- dssm模型保存报错 HOT 3
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from deepmatch.