Cloudy

Cloudy: A Cloud Optimization Platform that helps you to find the best cloud service provider for you and optimize your cloud resources

About

This is a final Year project made in collaboartion of a 3 member team to build a bsuiness out of cloud cost comparison. This project demonstartes the use of Machine learning to predict and optimize your cloud costs, helping you to set up your projects without any hassles of mismanaging cloud bills

This is an open source Project for now.

Technologies Used

• FrontEnd
  • Next js
  • Tailwind css
  • Theme UI
  • Chart js
  • react charts
  • react nav drawer
  • react scroll
• Backend
  • Flask
  • Flask Restful
  • jsonify
• Machine Learning
  • Linear Regression
  • KNN classifier
  • SVM
  • Logistic Regression

How to set up

git clone <repo-link>

• Frontend

cd client

npm install

• Backend

1. Go to root directory

2. Setup virtual environment

py -m venv env

3. Start virtual environment

env/scripts/activate

4. Install dependencies

pip install -r requirements.txt

5. Run Flask server

python flaskserver/server.py

6. Run tests

python tests/test.py