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machine-learning-and-data-mining-ii

Recommender system with content-based filtering and Neural Collaborative Filtering

https://github.com/ph1eu/machine-learning-and-data-mining-ii

Science Score: 44.0%

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    CITATION.cff file
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    Low similarity (4.0%) to scientific vocabulary
Last synced: 10 months ago · JSON representation ·

Repository

Recommender system with content-based filtering and Neural Collaborative Filtering

Basic Info
  • Host: GitHub
  • Owner: Ph1eu
  • Language: Jupyter Notebook
  • Default Branch: master
  • Homepage:
  • Size: 14.3 MB
Statistics
  • Stars: 1
  • Watchers: 2
  • Forks: 1
  • Open Issues: 0
  • Releases: 0
Created over 3 years ago · Last pushed over 1 year ago
Metadata Files
Readme Citation

README.md

*Product Recommendation with Amazon dataset*

These notebooks is Final project for machine-learning-and-data-mining-II class.

Report

Folder Structure

Results

  • Presented in the notebooks

Owner

  • Name: Phạm Minh Hiếu
  • Login: Ph1eu
  • Kind: user
  • Location: Vietnam

Citation (CITATION.cff) 

# This CITATION.cff file was generated with cffinit.
# Visit https://bit.ly/cffinit to generate yours today!

cff-version: 1.2.0
title: Machine Learning and Data Mining II
message: Final Project - USTH
type: dataset
authors:
  - given-names: Minh Hiếu
    family-names: Phạm
    email: hieupm.bi11-090@st.usth.edu.vn
    affiliation: University of Science and Technology of Hanoi
  - family-names: Nguyễn
    email: minhnd.bi11-179@st.usth.edu.vn
    affiliation: University of Science and Technology of Hanoi
    given-names: Đăng Minh
  - given-names: Nhật Minh
    email: minhhn.bi11-173@st.usth.edu.vn
    family-names: Hoàng
    affiliation: University of Science and Technology of Hanoi
  - family-names: Văn
    email: anvq.bi11-004@st.usth.edu.vn
    affiliation: University of Science and Technology of Hanoi
    given-names: Quốc An
  - family-names: Lê Đình
    given-names: Thông
    email: thongld.bi11-257@st.usth.edu.vn
    affiliation: University of Science and Technology of Hanoi
  - given-names: Quang Huy
    family-names: Hoàng
    email: huyhq.bi11-111@st.usth.edu.vn
    affiliation: University of Science and Technology of Hanoi
  - family-names: Lê
    given-names: Quốc Hưng
    email: hunglq.bi11-104@st.usth.edu.vn
    affiliation: University of Science and Technology of Hanoi
  - family-names: Phạm Lê
    given-names: Đức Minh
    email: minhpld.bi11-189@st.usth.edu.vn
    affiliation: University of Science and Technology of Hanoi
identifiers:
  - type: url
    value: >-
      https://github.com/Ph1eu/Machine-Learning-And-Data-Mining-II
    description: Final Project of ML2 - USTH
repository-code: >-
  https://github.com/Ph1eu/Machine-Learning-And-Data-Mining-II
abstract: >-
  This work proposes a recommender system for Amazon
  products that combines two popular methods: content-based
  filtering with TF-IDF Model and neural matrix
  factorization (NeuMF).
keywords:
  - machine-learning
  - neural-network
  - NeuMF
  - TF-IDF

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