{"repo":"ZmicierGT/fcore","free":true,"listed":false,"github":"https://github.com/ZmicierGT/fcore","clone":"git clone https://github.com/ZmicierGT/fcore.git","description":"Fcore Is a Framework for Financial Markets Analysis (In progress).","language":"Python","stars":26,"topics":["artificial-intelligence","backtesting","backtesting-frameworks","finance","investment","screening-stocks","stocks","stocks-api","stocks-predictor","stocks-trading"],"license":null,"category":"trading","readme_excerpt":"Fcore Is a Framework for Financial Markets Analysis. With the help of it, you can easily perform the following actions: - Obtain financial data and store it in an unified way. - Use an API to ease the development of AI-strategies for financial markets analysis. - Utilize the power of the 'classical' technical and fundamental analyses combined with the modern AI-approach. - Use the own backtesting engine which takes into account a lot of issues related to an actual trade/investment and supports strategies involving multiple securities. - Perform a real-time screening of the market using the screening API. - Generate reports. Here is a simplified diagram of how Fcore is designed: Quick Start Here are some basic examples of how to use Fcore. Please note that all the provided examples are a kind of 'Hello World's' and are not intended to be a real market strategies. The latest version of yfinance library is required to run these examples. Always update yfinance to the latest version using 'pip install yfinance --upgrade' Data Management Fcore obtains data and stores it in a database - no need to re-fetch it again. Fcore uses labelled numpy arrays as the main data containers as they are memory efficient and fast. You can get the obtained columns in a such way: quotes['annual cashflow'] Invoke python -m quickstart.min data management to run the full example. Tools Fcore has a Tools API to ease a data processing routine work. A tools may just perform some basic calculations (like te","default_branch":null,"files":null,"tree":[],"storefront":"/r/ZmicierGT","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/ZmicierGT/fcore/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}