Problem to be solved: to provide a recommendation system and a recommendation method which can expect the user to actively utilize the user who examines the activity.Recommendation system 1First preference classThe second preference category is not set as the personal preference categoryIf the second...
CollaborativeFiltering (CF) approaches analyze the user’s behaviour directly through its interaction with the system, i.e., the rating activity. UserBased CF relies on explicit feedback coming from the users even though this approach suffers from scalability issues in case of extensive data. The...
H_Submission_Recommendation_System.ipynb first commit Mar 1, 2024 README.md Update README.md Mar 1, 2024 h_submission_recommendation_system.py first commit Mar 1, 2024 Repository files navigation README Laporan Proyek Machine Learning - Hangga Bayu Krisna ...
Problem to be solved: to provide a recommendation system and a recommendation method which can expect the user to actively utilize the user who examines the activity.Recommendation system 1First preference classThe second preference category is not set as the personal preference categoryIf the second...
To address this gap, we developed a personalized meal recommendation system to assist community-dwelling elders in dietary behavior improvement. This system is driven by the knowledge learned from the survey data of community-dwelling elders’ health status and history of diseases and personal dietary...
System Design Diagram Tools & Requirements Environment Variable Setup !important .env file is required for setting up environment variables for this project an example of .env file is located at ./.env Operating System this project is using during development OSVersion ubuntu 18.04 Required tools &...
Problem to be solved: to provide a supplement recommendation system capable of effectively utilizing expert advice such as pharmacists. In the supplement recommendation system 100, the user information obtaining section 110 describes user's attributes and information about the lifestyle habits, information...
4 System performance optimization After implementing the first version of the system based on the above design, we found that the end-to-end performance did not meet expectations. The SM utilization (SM Activity indicator) of the GPU was only 10% to 20%, which did not have much advantage ...
We plan to add a more complete build and test system in the future.ContributingWe invite the community to submit GitHub issues and pull requests for suggestions on improving the recommendation algorithm. We are working on tools to manage these suggestions and sync changes to our internal ...
Cross platform- run on any operating system with the available Docker images; State-of-the-art- 26 neural recommender models available out of the box; Flexible configuration- easily change the configuration settings to your exact requirements; ...