J700070 / AI-for-Value-Investing

AI for Value Investing uses AI and ML to help investors make informed decisions. It analyzes financial data to identify undervalued companies with high potential for future growth. The repository includes tools for automating data collection, analysis, and visualization, allowing investors to gain insights and make informed decisions.

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AI for Value Investing [WIP]

This repository provides tools and algorithms for value investing using artificial intelligence and machine learning techniques. It includes a set of scripts for data collection, analysis, and visualization, as well as models for stock price prediction and company valuation.

Getting Started

To get started with this repository, you will need to have Python 3 installed on your machine. Clone the repository to your local machine and install the dependencies using the following command:

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pip install -r requirements.txt

Once the dependencies are installed, you can start exploring the scripts and models provided in the repository.

Data Collection

The repository provides scripts for collecting financial data from various sources such as Yahoo Finance and Alpha Vantage. You can modify these scripts to collect data for specific companies or time periods.

Data Analysis

The repository provides various algorithms and techniques for analyzing financial data such as technical indicators, trend analysis, and fundamental analysis. These algorithms can be used to identify undervalued companies and potential investment opportunities.

Data Visualization

The repository provides tools for visualizing financial data such as stock price charts, company financial reports, and market trends. These tools can help investors gain insights into the stock market and make informed decisions about their investments.

Models

The repository provides machine learning models for stock price prediction and company valuation. These models use financial data and metrics to predict future stock prices and estimate the intrinsic value of companies.

Conclusion

The AI for Value Investing repository provides investors with tools and algorithms to make informed decisions while investing in the stock market. By leveraging the power of artificial intelligence and machine learning, investors can gain insights into the stock market and identify undervalued companies with the potential for significant future growth.

About

AI for Value Investing uses AI and ML to help investors make informed decisions. It analyzes financial data to identify undervalued companies with high potential for future growth. The repository includes tools for automating data collection, analysis, and visualization, allowing investors to gain insights and make informed decisions.


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Language:Jupyter Notebook 94.7%Language:Python 5.3%