# Anime Recommendation System Project
Deployed at https://animania-pwa.herokuapp.com
### Resources
Jikan (Unofficial MAL API), documentation can be found here: https://jikan.docs.apiary.io/#
Dataset, which will be used for training the model: https://www.kaggle.com/azathoth42/myanimelist
## Algorithm: Matching Users to Recommendations
### User-Based Collaborative Filtering for a Personalized Recommendations List
We want to find a set of similar users and based on what similar users have rated highly or favourited, these will be matched to the user. Similarity will be defined based on cosine similarity.
### Matching to General Trends
- Display a list of anime based on overall ranking or popularity (this can be all fetched through the API)
- Additional refinements include filtering genres and type of anime (i.e., TV series or movie)
## User Profiles
- Email as username
- Can sign in using Google or Facebook (using Firebase authentication)
- Has a "Completed" List and a "To Watch List"
- Completed animes must be rated by a user so that recommendations can be provided
- Settings info
## Main Features
- See the general trends and a personalized recommendation list
- Add watched or to watch anime into "completed" and "to watch" list respectively
- Completed animes, each having a rating (1-10), will be used to train the dataset and predict similar users
- Modify the number of recommendations given in the settings page
## Tech Stack
- Languages: Python, JavaScript, HTML, CSS
- Frameworks: ReactJS (Front-End), Python Flask (Back-End)
- Database: MongoDB
- APIs/Other: JikanAPI, Google Sheets API, Firebase Authentication, Progressive Web App (PWA)
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基于用户的动漫推荐系统_JavaScript_Python_下载.zip (63个子文件)
animania-master
app.py 12KB
src
serviceWorker.js 5KB
App.test.js 280B
setupTests.js 255B
App.js 2KB
App.css 260B
components
CSS
settings.css 663B
home.css 2KB
recommend.css 352B
refinement.css 694B
Main
index.js 654B
Actions
settings.js 914B
dashboard.js 6KB
Dashboard
watch.js 3KB
completed.js 6KB
refinement.js 8KB
anime.js 3KB
trending.js 3KB
home.js 11KB
recommend.js 6KB
Settings
settings.js 4KB
index.js 548B
images
logo.png 5KB
settings.png 12KB
home.png 7KB
search.png 9KB
logoTitle.png 12KB
logout.png 7KB
index.css 366B
package.json 972B
public
logo512.png 4KB
manifest.json 476B
robots.txt 67B
logo192.png 6KB
favicon.ico 15KB
index.html 2KB
build
precache-manifest.0a38a5b0b041c9b9791e0503d46c0173.js 973B
logo512.png 4KB
manifest.json 476B
robots.txt 67B
logo192.png 6KB
asset-manifest.json 1KB
favicon.ico 15KB
index.html 2KB
static
media
logoTitle.5bfd96d3.png 12KB
settings.eabb8b64.png 12KB
js
runtime-main.da9e5a3f.js.map 8KB
main.adc1a7d8.chunk.js 74KB
2.8f3dc171.chunk.js.LICENSE.txt 8KB
2.8f3dc171.chunk.js 1.23MB
main.adc1a7d8.chunk.js.map 131KB
runtime-main.da9e5a3f.js 2KB
2.8f3dc171.chunk.js.map 4.09MB
css
2.69121389.chunk.css.map 608KB
2.69121389.chunk.css 142KB
main.8371ad95.chunk.css.map 7KB
main.8371ad95.chunk.css 3KB
service-worker.js 1KB
package-lock.json 633KB
Procfile 21B
requirements.txt 802B
.gitignore 333B
README.md 2KB
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