link to the app.
A simple stock forecasting dashboard entirely written in python, features include:
- Visualize a stock closing price over a chosen perdiod of time, and the total change over the period.
- Train, test and forecast with a facebook prophet model.
Files included in this project:
main.py : this is the main script that defines the general outline of the dashboard.
stock_object.py: contains the Stock class, it handles stock data, forecasting model, and plotting.
This is a streamlit app easy to deploy locally or in production to install downlaod the repo and run :
pip install -r requirements.txt
NOTE: if prophet fails to install as it did in my case, try installing it through conda:
conda install -c conda-forge prophet
Currently the stock choices are limited to ["AAPL", "GOOG", "MSFT", "GME", "FB",'TSLA']