In this time when there are multiple video streaming websites there is enough mess already that we have to do a search just for getting some recommendations in movies. Not anymore, We present to you an application which will just do this job for you. Powered on its 45k+ movies dataset.
Link for the dataset: https://www.kaggle.com/rounakbanik/the-movies-dataset/download
The data is then processed with cosine similarity methods from sklearn library using TfidfVectorizer() method of the Same.
The dataset is a collection of various features including titles, overview, year-released, and languages too.
We take input from user which is easy to give, just a touch or a click or if a user wishes he/she may enter a title on whose basis movies must be recommended. We do that as well.
Then with just a click a response will be provided containing best fits of recommendation on the basis of the genres selected or the data that has been provided.
Backend is developed in django framework for python.
This project was bootstrapped with Create React App.
In the project directory, you can run:
Runs the app in the development mode.
Open http://localhost:3000 to view it in the browser.
The page will reload if you make edits.
You will also see any lint errors in the console.
Launches the test runner in the interactive watch mode.
See the section about running tests for more information.
Builds the app for production to the build folder.
It correctly bundles React in production mode and optimizes the build for the best performance.
The build is minified and the filenames include the hashes.
Your app is ready to be deployed!
See the section about deployment for more information.
Note: this is a one-way operation. Once you eject, you can’t go back!
If you aren’t satisfied with the build tool and configuration choices, you can eject at any time. This command will remove the single build dependency from your project.
Instead, it will copy all the configuration files and the transitive dependencies (Webpack, Babel, ESLint, etc) right into your project so you have full control over them. All of the commands except eject will still work, but they will point to the copied scripts so you can tweak them. At this point you’re on your own.
You don’t have to ever use eject. The curated feature set is suitable for small and middle deployments, and you shouldn’t feel obligated to use this feature. However we understand that this tool wouldn’t be useful if you couldn’t customize it when you are ready for it.
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