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This repo contains the project code for the project titled as mentioned in repo's name. This is built inorder for final year project

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nidhiyashwanth/detection-and-classification-of-hypothyroid

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.idea
 
 
CassandraOperation
CassandraOperation
 
 
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Main
Main
 
 
Prediction_FileFromDB
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application_logging
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best_model_finder
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data_ingestion
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file_operations
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README.md
README.md
 
 
application.py
application.py
 
 
predictFromModel.py
predictFromModel.py
 
 
requirements.txt
requirements.txt
 
 
runtime.txt
runtime.txt
 
 
secure-connect-test.zip
secure-connect-test.zip
 
 
trainingModel.py
trainingModel.py
 
 

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Detection and classification of Thyroid Disease

Technical Aspects

  • Python 3.7 and more
  • Important Libraries: sklearn, pandas, numpy, matplotlib & seaborn
  • Front-end: HTML, CSS
  • Back-end: Flask framework
  • IDE: Jupyter Notebook, Pycharm & VSCode
  • Database: Cassandra
  • Deployment: Amazon Beanstalk

How to run this app

  • Create virtual environment - conda create -n myenv python=3.7
  • Activate the environment - conda activate myenv
  • Install the packages - pip install -r requirements.txt
  • Run the app - python app.py

Link to run the deployment

http://detectionandclassificationofhypo-env.eba-ukxrnngr.us-east-1.elasticbeanstalk.com/

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This repo contains the project code for the project titled as mentioned in repo's name. This is built inorder for final year project

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python flask random-forest k-means-clustering knn-classifier

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