MoTechStore / Machine-Learning-Disease-Prediction-And-Drug-Recommendation

This is a repostory for course: https://www.udemy.com/course/machine-learning-disease-prediction-and-drug-recommendation/?couponCode=KEEPLEARNING

Download Anaconda from Anacond Archieve (https://repo.anaconda.com/archive/): Below is the exactly link we used https://repo.anaconda.com/archive/Anaconda3-2024.02-1-Windows-x86_64.exe

Download DBBrowser for SQLITE database https://sqlitebrowser.org/dl/

Technologies used: asgiref==3.8.1
Django==4.0
joblib==1.3.2
numpy==1.26.4
pillow==10.2.0
scikit-learn==1.2.2
scipy==1.12.0
sqlparse==0.4.4
threadpoolctl==3.4.0
typing_extensions==4.10.0
tzdata==2024.1

NOTE: Make sure your Anacond has sckit-learn==1.2.2 (To see this, open anaconda prompt then pip list to see the list of packages)

Quick Way To Run project

Open CMD/cterminal then clone the repository,

git clone https://github.com/MoTechStore/Machine-Learning-Disease-Prediction-And-Drug-Recommendation.git

then create Python virtual environment

python -m venv venv

then change directory to system

cd system

then activate virtual environment

./venv/scripts/activate

after that install project dependecies

pip install -r requirements.txt

make migration

python manage.py makemigrations

python manage.py migrate

then start the Django server

python manage.py runserver

To login as patient (username: patient and password=patient)
To login as doctor (username: doctor and password=doctor)