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https://github.com/shashankvemuri/finance
150+ quantitative finance Python programs to help you gather, manipulate, and analyze stock market data
https://github.com/shashankvemuri/finance
algorithmic-trading data-science finance machine-learning pandas python quantitative-finance stock stock-market stocks technical-indicators trading-strategies
Last synced: 4 days ago
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150+ quantitative finance Python programs to help you gather, manipulate, and analyze stock market data
- Host: GitHub
- URL: https://github.com/shashankvemuri/finance
- Owner: shashankvemuri
- License: mit
- Created: 2020-02-09T23:16:59.000Z (almost 5 years ago)
- Default Branch: master
- Last Pushed: 2024-08-20T22:13:24.000Z (4 months ago)
- Last Synced: 2024-12-19T08:04:46.359Z (4 days ago)
- Topics: algorithmic-trading, data-science, finance, machine-learning, pandas, python, quantitative-finance, stock, stock-market, stocks, technical-indicators, trading-strategies
- Language: Python
- Homepage:
- Size: 92.8 MB
- Stars: 2,233
- Watchers: 72
- Forks: 73
- Open Issues: 4
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# Finance
## Introduction
Welcome! Finance is a collection of 150+ Python for Finance programs for gathering, manipulating, and analyzing stock market data.Below you will find more information about how the repository is organized as well as usage and setup instructions!
## Organization
Our repository is organized into several key sections:### [find_stocks](/find_stocks)
Programs to screen stocks based on technical and fundamental analysis.### [machine_learning](/machine_learning)
Introductory machine learning applications for stock classification and prediction.### [portfolio_strategies](/portfolio_strategies)
Simulations of trading strategies and portfolio analysis tools.### [stock_analysis](/stock_analysis)
Detailed analysis tools for individual stock assessment.### [stock_data](/stock_data)
Tools for collecting stock price action and company data via APIs and web scraping.### [technical_indicators](/technical_indicators)
Visual tools for popular technical indicators like Bollinger Bands, RSI, and MACD.## Installation
To get started, clone the repository and install the required dependencies:```bash
git clone https://github.com/shashankvemuri/Finance.git
cd Finance
pip install -r requirements.txt
```## Usage
Detailed instructions on how to use each program can be found within their respective directories. Explore different modules to discover their functionalities.Each script in this collection is stand-alone. Here's how you can run a sample program:
```bash
python example_program.py
```## Contributing
Contributions are what make the open source community such an amazing place to learn, inspire, and create. Any contributions you make are **greatly appreciated**.## Authors
- [@shashankvemuri](https://www.github.com/shashankvemuri)## License
This project is licensed under the [MIT License](LICENSE).## Acknowledgements
- [Stock_Analysis_For_Quant](https://github.com/LastAncientOne/Stock_Analysis_For_Quant/tree/master/Python_Stock/Technical_Indicators) by [LastAncientOne](https://github.com/LastAncientOne)## Disclaimer
*The material in this repository is for educational purposes only and should not be considered professional investment advice.*