https://github.com/jabhij/chicagohood_ml

Helping upcoming student in selecting the best Neighborhood to live near to their schools based on AI-driven tags.
https://github.com/jabhij/chicagohood_ml

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Helping upcoming student in selecting the best Neighborhood to live near to their schools based on AI-driven tags.

• Host: GitHub
• URL: https://github.com/jabhij/chicagohood_ml
• Owner: jabhij
• Created: 2024-04-06T20:43:27.000Z (7 months ago)
• Default Branch: main
• Last Pushed: 2024-04-07T19:01:25.000Z (7 months ago)
• Last Synced: 2024-04-07T21:36:57.054Z (7 months ago)
• Language: Jupyter Notebook
• Homepage:
• Size: 5.88 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# HoodZ 

  (One-stop solution for upcoming students)

### Problem Statement  

  - Help upcoming students in Chicago in finding the best places/neighborhoods to live based on several AI and data-driven tags. 

  - Employ a data-driven  multiple-tags based recommendation system (RecSys), where tags are context-aware.

### Solution

  - Using an AI-based model at the core to handle the data and make predictions and then there is a map where we can portray those insights and based on the preference a student can select which neighborhood he/she prefers. 

  #### Step 1 - Select a School

![DemoImage](https://github.com/jabhij/chicagohood_ml/assets/7325312/eaa3beb8-4764-4db1-b6b8-bb7001de1e9e)

  #### Step 2 - Tag the Hood

  ![WhatsApp Image 2024-04-07 at 10 26 13](https://github.com/jabhij/chicagohood_ml/assets/7325312/4e1d0907-88aa-476b-8270-c457ce70663e)

Screen Recording: https://drive.google.com/file/d/1Uz6mS6em7Eh2p0aGB43obt34L1ySeSZF/view?usp=sharing

### Tech Stack

  - Approaches

    - Natural Language Processing

    - TGCN

    - Folksonomy

    - TRAL

  - Libraries

    - NetworkX

    - BertTopic Transformer Model

    - NLTK

    - SpellChecker

    - Pandas

   - Front & Back-end

     - Python

     - HTML, CSS

     - JS, JQuery

### Applications | MultipleTags-based Recommendation System

  - Healthcare

  - Finance

  - Education

  - Fire-forest Management

    etc.

  

### Need more Information or have Suggestions?

Reach out to us-

  - [Vaishnavi Shankar Devadig](https://www.linkedin.com/in/vaishnavi-shankar-devadig/)

  - [Bandhavi Parvathaneni](https://www.linkedin.com/in/bandhavip/)

  - [Abhishek Jaiswal](https://www.linkedin.com/in/jabhij/)