CodeProjectz

Search
Generic filters

Download Free Movie Recommendation System In Python With Source Code

Movie Recommendation System In Python With Source Code
Project CategoryProject SizeLanguage
5 MB

Movie Recommendation system is a Content-Based Filtering Movie Recommender. This is built on a [flask app] using Python programming language and JavaScript programming language. Also, using the concept of CB, the project uses two snippets of code. The first one is in Python programming language using the package “scikit-learn”. And the second snippet of code is in the JavaScript programming language which uses no packages and operates based on logic. Here, feature extraction methods and distance metrics are utilized to generate recommendations.

About This Movie Recommendation System In Python

Talking about the project, the project uses content based filtering algorithm where feature extraction method is use for calculating similarity between each item available. Also the project uses cosine similarity algorithm as distance metric. This computes the similarity of items by measuring the cosine of the angle between two vectors projected in a multidimensional vector space. The python code in app.py will generate a list of movie recommendations provided that the user entered a valid movie name. When the movie name matches with a movie name in the dataset, it will generate the recommendations according to the soup column (all details concatenated into one string) of each movie.

Similarly, when the user enter an invalid movie name, the project will show the JavaScript code from notfound.html.
Also, this set of codes will return movie titles that are similar to the input that the user has entered, if applicable. The system will check the data against all existing movie names to find the most similar movie names.

How To Run Movie Recommendation System In Python ?

To run this project, you must have installed Python on your PC. After downloading the project, follow the steps below:

Step1: Extract/Unzip the file

Step2: Go inside the project folder, then open cmd.

Step 3: Activate the environment and install requirements (windows) as shown below:

python -m venv venv
.\venv\scripts\activate
python -m pip install -r requirements.txt

Step 4: Run flask app as shown below:

set FLASK_APP=app.py
set FLASK_ENV=development
flask run
Click the Button Below to Download Movie Recommendation System In Python With Source Code and its Source Codes

Similar Interesting Projects

Student Info Management System In Python with Source Code_Feature Image

Student Info Management System In Python with Source Code

Student Info Management System project is written in Python. The project file contains a python script (start.py). This is a simple console-based system that is very easy to understand and use. Talking about the system, it contains basic functions which include adding students, viewing students, updating students, and deleting the student.

Read More »
Guess Number In Python With Source Code

Guess Number Game In Python With Source Code

The Guess Number In Python is a simple project developed using Python. This project is a command based which creates random number by taking the number from the users input. This project is an interesting and simple project. The project is not completely functional.

Read More »
ATM System In C# With Source Code

ATM Management System In C# With Source Code

This ATM system project is developed using C# language.  Here at first, the user has to enter the pin code number to get access then he/she can check total balance, deposit and withdraw money easily. While depositing or withdrawing money from this system, a user is not allowed to have transaction more than Rs.25,000 at one time.

Read More »
Online Movie Streaming IN PHP, CSS, JavaScript, AND MYSQL feature image

Online Movie Streaming in PHP, CSS, JavaScript and MySQL

“Online Movie Streaming” is an online movie show where the users can see the movie free of cost. Nowadays all people want to watch the movie online. All the CDs are not in use. This system will make it easier for users to watch the movie online. This system is designed in PHP and MYSQL.

Read More »