Stock-Bot

Built a program to predict the closing price of any stock for the next day using a neural network.

Processes 60 days or more of historical data from YF API, then overlays its predicted trendline over the historical trendline on a graph to display the model’s accuracy.

I made this program to assist me while trading stock options (avg monthly income: $700 as of April 2021)

Screenshots

Facebook Prediction Model

Goldman Sachs Group Inc Prediction Model

Run Locally

Clone the project

  git clone https://github.com/brendanpotter00/Stock-Price-Predictor.git

Go to the project directory

  cd Stock-Price-Predictor

Activate Virtual Environment

  .venv2/scripts/activate

Start Program

  python ./main.py