Movie Recommendation System: A machine learning-based movie recommendation system that suggests similar movies based on genres, keywords, cast, and director. It utilizes TF-IDF Vectorization and Cosine Similarit
Movie recommendation system based on Python. Contribute to eeTeam2015/MovieRecommendationSystem development by creating an account on GitHub.
The system is implemented in python programming language. The proposed work deals with the introduction of various concepts related to machine learning and recommendation system. In this work, various tools and techniques have been used to build recommender systems. Various algorithms such as K-Means...
In this second session of our AI Python Zero-to-Hero code-along series, Pieter Moors, a Senior Data Scientist at DataCamp, will show you how to build an AI-powered movie night recommendation tool. You’ll learn how recommendation engines work, explore the data science and machine learni...
Not surprisingly, NetworkX supports the type of analysis described earlier, and it’s quite easy to start seeing results in just a few lines of Python. But as you’ll see, performance becomes a limitation for larger-sized graphs—such as those needed for your movie recommendation ...
use third-party extension library Numpy to calculate the recommended score,which leads to the low efficiency of time and space.This article uses Python's built-in sequence dictionary to store sparse matrices and gives the corresponding code to solve the recommended score,which improves the algorithm...
my letter of recommendation, right? So I'm perfectly willing to write that you are an insubordinate, dishonest drunk. You can't do that. That's not true. Let me tell you something, you stupid little runt. I own you. You're my bitch. Don't walk around thinking you hav...
Ezio-Auditore-Da-Firenze/TUT_Movie_Recommendation_SystemPublic Notifications Fork0 Star1 Files master images model .gitignore LICENSE README.md data_download.py data_processing.py slides.pdf 关于本项目 本项目是使用python3 + tensorflow,搭建一个基于卷积神经网络模型的离线电影推荐系统,电影数据集使用的是...
Python 3.x Jupyter Notebook Pandas, NumPy, Matplotlib, Scikit-Learn, TensorFlow/Keras (for NCF)Install dependencies:pip install numpy pandas matplotlib scikit-learn tensorflow kerasAbout "A machine learning-based movie recommendation system using collaborative filtering and content-based filtering." ...
逐项过滤 基于模型的协同过滤 单值分解(SVD) SVD ++ 混合模型 基于内容+ SVD 项目中包含的文件 movie_recommendation_system.ipynb:python笔记本代码文件 movie_recommendation_system.html:python笔记本的html版本 films.csv:MovieLens数据集中的电影数据 rating.csv:用户对MovieLens数据集中的电影给予的评分点...