https://github.com/mendez-luisjose/stock-and-crypto-price-prediction-with-tensorflow-lstm-and-streamlit

Stock and Crypto Price Prediction with TensorFlow, LSTM, Linear Regression and Streamlit
https://github.com/mendez-luisjose/stock-and-crypto-price-prediction-with-tensorflow-lstm-and-streamlit

lstm streamlit tensorflow xgbregressor

Last synced: 22 days ago
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Stock and Crypto Price Prediction with TensorFlow, LSTM, Linear Regression and Streamlit

• Host: GitHub
• URL: https://github.com/mendez-luisjose/stock-and-crypto-price-prediction-with-tensorflow-lstm-and-streamlit
• Owner: mendez-luisjose
• Created: 2023-08-26T15:01:43.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2023-08-26T15:58:45.000Z (over 1 year ago)
• Last Synced: 2023-08-26T16:57:23.801Z (over 1 year ago)
• Topics: lstm, streamlit, tensorflow, xgbregressor
• Language: Jupyter Notebook
• Homepage:
• Size: 26 MB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Stock and Crypto Price Prediction with TensorFlow, LSTM and Streamlit 💰



## Stock and Crypto Price Prediction with TensorFlow, LSTM, XGBRegressor, and Streamlit

The Model was trained with differents Stocks and Cryptos Prices, like Google, Amazon, Netflix, Bitcoin, Apple, Ethereum, and with the features Open Price and Volume. Also with two Machine Learning Algorithms, the first one is `LSTM` built with TensorFlow, and the second one is `XGBRegressor`, wich each Model have different approach and results.

## Check-it out

Test the differents Model by running the `app.py` file, built with `Streamlit`. The Model predicts Tommorrow Price of the Crypto or the Stock selected.

## Run

```sh

streamlit run app.py

```