https://github.com/jalajthanaki/stock_price_prediction
DJIA index prices of 10 years and NYtimes news articles headline has been used to predict the DJIA index prices
https://github.com/jalajthanaki/stock_price_prediction
djia machine-learning predictive-analytics price stock-price-prediction
Last synced: 14 days ago
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DJIA index prices of 10 years and NYtimes news articles headline has been used to predict the DJIA index prices
- Host: GitHub
- URL: https://github.com/jalajthanaki/stock_price_prediction
- Owner: jalajthanaki
- Created: 2017-12-11T16:46:42.000Z (almost 8 years ago)
- Default Branch: master
- Last Pushed: 2018-02-21T04:17:49.000Z (over 7 years ago)
- Last Synced: 2025-04-09T16:55:56.694Z (7 months ago)
- Topics: djia, machine-learning, predictive-analytics, price, stock-price-prediction
- Language: Jupyter Notebook
- Homepage:
- Size: 14.6 MB
- Stars: 17
- Watchers: 2
- Forks: 15
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# stock_price_prediction
We are building ML model which can help us in order predict the DJIA index adj close price. Datset has been used form 2007 to 2016. NYtimes News article headlines also has been used to predict the DJIA closing price.
## Dependency Libraries
* Python 2.7
* pandas
* numpy
* scipy
* scikit-learn
* matplotlib
* jupyter notebook
## Installation Commands
I'm working on Linux OS (Ubuntu 16.04 LTS) so command for installation all dependencies are given below.
```bash
Pandas: $ sudo pip install pandas
numpy: $ sudo pip install numpy
scipy: $ sudo pip install scipy
scikit-learn: $ sudo pip install -U scikit-learn
matplotlib: $ sudo apt-get install libfreetype6-dev libpng-dev
$ sudo pip install matplotlib
jupyter notebook: $ sudo apt-get -y install ipython ipython-notebook
$ sudo -H pip install jupyter
```