- Link to demo hosted by streamlit: Link
| Task | Current Status |
|---|---|
| Start model on jupyter Notebook in vscode | complete |
| Stock ticker text field | in progress |
| Data Description | in progress |
| Closing price v time chart | in progress |
| Closing price v time chart with MA | in progress |
| Simple Graph plotting predicted value and actual value | in progress |
| Use a Neural Network to predict stock prices using sentiment analysis and price history | in progress |
| Error handling with ticker | in progress |
- https://www.youtube.com/watch?v=s3CnE2tqQdo&ab_channel=GeeksforGeeks |complete | LSTM Model |
- https://www.youtube.com/watch?v=0E_31WqVzCY&ab_channel=PatrickLoeber |complete |
- https://www.youtube.com/watch?v=brGWvfBC6W0&ab_channel=PatrickLoeber |complete |
- https://www.youtube.com/watch?v=QIUxPv5PJOY&ab_channel=ComputerScience |inprogress | LSTM-model-2 |
- https://www.youtube.com/watch?v=1O_BenficgE&ab_channel=Dataquest
- https://www.youtube.com/watch?v=xfzGZB4HhEE&ab_channel=freeCodeCamp.org
- https://www.youtube.com/watch?v=PuZY9q-aKLw&ab_channel=NeuralNine
- https://www.youtube.com/watch?v=SSu00IRRraY&list=PL2-dafEMk2A6QKz1mrk1uIGfHkC1zZ6UU&index=5&ab_channel=SirajRaval
Stock price web app
- https://www.youtube.com/watch?v=0pHJOzNDdOo&ab_channel=DataProfessor |inprogress |
- github - https://github.com/dataprofessor/stock-app
- https://www.youtube.com/watch?v=JUSFaWkAASI&ab_channel=DataProfessor
creating a multipage web app
- https://www.youtube.com/watch?v=nSw96qUbK9o&ab_channel=DataProfessor
blog
- https://blog.finxter.com/python-streamlit-i-made-this-stock-price-prediction-app/
- https://data-flair.training/blogs/stock-price-prediction-machine-learning-project-in-python/
- https://github.com/llSourcell/predicting_stock_prices
- https://github.com/nityansuman/warren