AskDoc

A website which based on symptoms entered by user gives the probable disease he/she may have and recommends nearby hospitals/clinics (within 10 KM).

Links:

A link to our webapp hosted on heroku.

A link to ppt can be found here.

link to the youtube video.

Machine Learning Techniques :

Natural Language Processing
Multiclass Classification
Data Visualization
Data Manuplation

A brief tutorial about all these techniques is discussed in this Trial.ipynb notebook

How To Run Our App Locally:

Clone the repo:

git clone https://github.com/noobknights/askdoc

Make sure you have Django installed:

python -m django --version

Run:

pip install -r requirements.txt

Configure .env in hacknitp/.env.example:

SECRET_KEY=YOUR_HEX_24_KEY
DEV_HOST='127.0.0.1'
PRODUCTION_HOST=YOUR_REMOTE_HOST
MAP_API_KEY=YOUR_MAP_API_KEY_FROM_HEREMAPS
ENV=dev OR production depending on environment

To generate SECRET_KEY:

Run in python-shell:

import secrets
secrets.token_hex(24)

Languages and Frameworks:

Python
Django (Framework for python)
HTML/CSS
JavaScript
Bootstap
JQuery

Tools:

Jupyter Notebook

Machine Learning Libraries:

Numpy
Pandas
Matplotlib
Wordcloud
NLTK
Scikit-Learn