Contact & Contribution Found a bug? Want to contribute? Feel free to open an issue or pull request in the repository. 📩 Email: vidhyay458@gmail.com 🔗 GitHub: https://github.com/yvidhyaAbout A Movie Recommen
This NLP-powered Movie Recommendation Web App delivers tailored suggestions based on cast, genres, and production companies. Built using Python and Natural Language Processing (NLP), explore a seamless Streamlit interface which offers a user-friendly way to discover your next favorite movie. Utilizing...
该存储库包含两个colab笔记本,可以在GitHub或Google Colab中在此处查看(链接在文件中。) : 初始数据探索和数据清理。 基本推荐器:仅根据电影分级推荐。 预测有史以来的前n部电影。 基于类型的电影推荐器(前K个电影) :推荐每种类型的前n个电影。 基于元数据的推荐器/基于内容的过滤基于文本的tfidf ,基于标语和概...
Spark 学习笔记可以follow这里:https://github.com/MachineLP/Spark- 数据下载:https://grouplens.org/datasets/movielens/latest/ ALS(Alternating Least Squares)算法是基于矩阵分解的协同过滤算法中的一种,它已经集成到Spark的Mllib库中,使用起来比较方便。 代码如下: 代码语言:javascript 代码运行次数:0 运行 AI代...
Download folder and run python main.py on the command line. The program will ask for choice between two running modes: a) Genre search: The program will display the genres found in the data base. The user will then choose one of the genres. The films that belong to this category will ...
Pip (Python package installer) Setup Clone the repository: git clone https://github.com/your-username/movie-recommendation-streamlit.git Navigate to the project directory: cd movie-recommendation-streamlit Install dependencies: pip install -r requirements.txt Run the application: streamlit run app.py ...
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." ...
Python 3.8+ Libraries: streamlit, pandas, scikit-learn Steps Clone the repository: git clone https://github.com/your-repo/Fikson.git cd fikson Install dependencies: pip install -r requirements.txt Launch the application: streamlit run app.py Open your browser and navigate to http://localh...
Movie recommendation system based on Python. Contribute to eeTeam2015/MovieRecommendationSystem development by creating an account on GitHub.
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MovieLens中的ml-1m.zip数据集。�核心思想对于电影和用户的不同属性,构建多个神经网络进而获得每个属性的特征表示。使用这些特征表示构建用户特征矩阵和电影特征矩阵,进而�完成推荐任务。