https://github.com/apsinghanalytics/crowdfundprophetapp

Crowdfunding Predictor App with Machine Learning
https://github.com/apsinghanalytics/crowdfundprophetapp

aws-ec2 binary-classification crowdfunding machine-learning python streamlit

Last synced: 3 months ago
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Crowdfunding Predictor App with Machine Learning

• Host: GitHub
• URL: https://github.com/apsinghanalytics/crowdfundprophetapp
• Owner: apsinghAnalytics
• License: mit
• Created: 2024-01-20T21:53:57.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2024-01-21T07:44:14.000Z (over 1 year ago)
• Last Synced: 2025-01-09T08:12:14.926Z (4 months ago)
• Topics: aws-ec2, binary-classification, crowdfunding, machine-learning, python, streamlit
• Language: Python
• Homepage:
• Size: 15.6 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# CrowdFundProphetApp

**Crowdfunding Predictor App with Machine Learning**

Checkout the **deployed app** in action: http://ec2-40-176-10-24.ca-west-1.compute.amazonaws.com:8502

This application leverages an advanced **machine learning model**, specifically a **stacked classifier designed for binary classification**, which was developed as part of my [CrowdOfferingsStudy](https://github.com/apsinghAnalytics/CrowdOfferingsStudy) project. This model forms the core of the application's analytical capabilities, enabling it to deliver insightful predictions with about **80% accuracy**.

The instructions for the deployment of this **streamlit app** are very similar to that previously listed in the readme of my other [streamlit app project](https://github.com/apsinghAnalytics/streamlit_VentureGen) with the following readme:

https://github.com/apsinghAnalytics/streamlit_VentureGen/blob/main/README.md