https://github.com/incubated-geek-cc/mindful-predictions

A Flask web app deployed and uses built Regression model to predict an individual's likelihood to seek mental healthcare treatament.
https://github.com/incubated-geek-cc/mindful-predictions

flask-application machine-learning mental-health ml-web-app predictive-analysis predictive-modeling regression-models webapp

Last synced: 2 months ago
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A Flask web app deployed and uses built Regression model to predict an individual's likelihood to seek mental healthcare treatament.

• Host: GitHub
• URL: https://github.com/incubated-geek-cc/mindful-predictions
• Owner: incubated-geek-cc
• Created: 2021-01-16T13:52:34.000Z (about 4 years ago)
• Default Branch: main
• Last Pushed: 2023-10-28T10:13:50.000Z (about 1 year ago)
• Last Synced: 2023-10-28T11:22:00.047Z (about 1 year ago)
• Topics: flask-application, machine-learning, mental-health, ml-web-app, predictive-analysis, predictive-modeling, regression-models, webapp
• Language: JavaScript
• Homepage: https://mindful-predictions.onrender.com/
• Size: 3.62 MB
• Stars: 3
• Watchers: 1
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Mindful Predictions

Deployed at https://mindful-predictions.onrender.com

## Status: Work in Progress (WIP)

### Screenshots of ML Web App

#### 1. Data Retrieval & Pagination

![Data Retrieval & Pagination](https://github.com/incubated-geek-cc/mindful-predictions/blob/main/preview/data_navigation_and_pagination.png)

#### 2. Remote Model Training and Logging

![Remote Model Training and Logging](https://github.com/incubated-geek-cc/mindful-predictions/blob/main/preview/remote_training_and_logging.png)

#### 3. Predictive Profiling by trained model

![Predictive Profiling](https://github.com/incubated-geek-cc/mindful-predictions/blob/main/preview/predictive_profiling.png)

### Purpose of .bat files

| Filename  | Description  |

| :------ | :-: |

| pip_freeze.bat | Extract used python packages into`requirements.txt` file |

| pip_install_requirements.bat | Install all python packages in`requirements.txt` file  |

| activate_env.bat | Activate virtual environment named `.env` |

| upgrade_pip.bat | Upgrades pip to its latest version available |

| run_app.bat  | Run the web app on localhost at port 5000 for testing |

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