Stock movement prediction with NLP

Inspiration

Existing stock prediction models perform poorly. Based on knowledge of the current literature, we wanted to create a better predictor.

What it does

Predicts stock using NLP techniques

How we built it

python, pytorch, natural language processing

Challenges we ran into

Our data required more preprocessing than we expected Front end development could have been more in-depth.

Accomplishments that we're proud of

What we learned

What's next for Stock movement prediction with NLP

Built With

• machine-learning
• python
• pytorch