https://github.com/slevin48/stock

Predicting Stock Prices Using Machine Learning
https://github.com/slevin48/stock

neptune python tensorflow

Last synced: 2 months ago
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Predicting Stock Prices Using Machine Learning

• Host: GitHub
• URL: https://github.com/slevin48/stock
• Owner: slevin48
• Created: 2021-12-28T15:15:51.000Z (over 4 years ago)
• Default Branch: master
• Last Pushed: 2025-03-22T13:35:52.000Z (over 1 year ago)
• Last Synced: 2025-03-22T14:28:40.380Z (over 1 year ago)
• Topics: neptune, python, tensorflow
• Language: Jupyter Notebook
• Homepage:
• Size: 1.71 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 4
• Metadata Files:
  • Readme: README.md

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README

          
# Predicting Stock Prices Using Machine Learning [![Open in Streamlit](https://static.streamlit.io/badges/streamlit_badge_black_white.svg)](https://share.streamlit.io/slevin48/stock)

Article: https://neptune.ai/blog/predicting-stock-prices-using-machine-learning

Code: https://github.com/YiLi225/NeptuneBlogs/blob/main/Predicting_StockPrices.py

## Get data from Alpha Vantage

https://www.alphavantage.co/

## Create new neptune project

![](https://i0.wp.com/neptune.ai/wp-content/uploads/Stock-prediction-Create_Neptune_Project.gif)

## Simple Moving Average

![sma](img/sma.png)

## Exponential Moving Average

![ema](img/ema.png)

## Comparison of the SMA and EMA prediction performance

![comp-SMA-EMA](https://i0.wp.com/neptune.ai/wp-content/uploads/Stock-prediction-Neptune_SMA_EMA.gif)

## Predicting stock prices with an LSTM model

![lstm](img/lstm.png)

## Comparison of SMA, EMA, and LSTM models 

![comp-SMA-EMA-LSTM](img/comp.png)