familyld / deepcf Goto Github PK
View Code? Open in Web Editor NEWDeepCF: A Unified Framework of Representation Learning and Matching Function Learning in Recommender System
DeepCF: A Unified Framework of Representation Learning and Matching Function Learning in Recommender System
The code stays in the initial result and can't run down.
test pinterest dataset ,raise cannot create a tensor proto whose content is larger than 2GB,do you have some idea on this error? thanks
Line 81 in 16f1569
According to the paper, MLP doesn't involve the concat operation and DMF does?
DeepCF/Data/AMusic.train.rating
Line 517 in 0d91a5d
The user whose ID is equal to 21 doesn't exist in the train set while exists in the test set.
DeepCF/Data/AMusic.test.rating
Line 22 in 0d91a5d
According the original paper,
The ml-1m dataset has been preprocessed by the provider. Each user has at least 20 ratings and each item has been rated by at least 5 users. We process the other three datasets in the same way.
while the user whose ID is equal to 20 just has 2 ratings in the train set.
DeepCF/Data/AMusic.train.rating
Line 515 in 0d91a5d
Hi~
LastFM dataset in your repo has no timestamps, so how do you segment the last item of a user's interaction?
Hello there,
I tried to run the code with the AMusic dataset. The results of the CFNet are not correct with the current settings.
How to process the datasets? I mean, how to construct the negative, test and rating files from a dataset.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.