# RS

**Repository Path**: bolanwave/RS

## Basic Information

- **Project Name**: RS
- **Description**: A Recommender System for Movies by ML & DL.
- **Primary Language**: Python
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 1
- **Forks**: 1
- **Created**: 2017-04-18
- **Last Updated**: 2020-12-19

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# RecSys for Movies

### Data Description

| Data      | col-1     | col-2    | col-3     | col-4      | col-5    |
| :-------- |:--------- | :------- | :-------- | :--------- | :------- |
| *user*    | user_id   | gender   | age       | occupation | zip code |
| *movies*  | movie_id  | title    | genres    |
| *ratings* | user_id   | movie_id | score     | timestamp  |

### Task

- [x] Data preprocessing :smirk:
- [x] Tree models :sunglasses:
- [x] Neural network models :triumph:
- [x] Change multi-classification into two categories :stuck_out_tongue_closed_eyes:
- [x] Add statistical information into features :expressionless:
- [x] Time series model :dizzy_face:
- [x] Google wide & deep model :flushed: