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Show HN: MoveAlerts.ai – AI that distills stock news in real-time

Posted by pyfreak182 on Tuesday March 10, 2026 @01:34PM
from the show-hn dept.

https://www.movealerts.ai/

I built MoveAlerts.ai, a system that analyzes stock news in real time and surfaces market-moving stories using AI.The pipeline ingests news, links articles to stock tickers, and publishes sentiment signals to a live feed and Discord alerts.It currently:- Scans news sources across the web for 10,000+ tickers- Uses AI to analyze sentiment and importance of each story- Sends alerts for...

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Re:Show HN: PyBroker – Algotrading in Python with Machine Learning on Friday March 10, 2023 @02:11AM (#35091387)
Thank you for your feedback. The Alpaca and Yahoo Finance APIs are provided as examples for convenience to help users get started with PyBroker, as they offer free data. However, PyBroker is data source agnostic, and it is possible to load data from any provider into a Pandas DataFrame and use it with PyBroker. See this notebook on creating custom data sources: https://www.pybroker.com/en/latest/notebooks/7.%20Creating%2...

WRT trade execution, PyBroker is currently only designed for backtesting and analysis right now.

Re:Show HN: PyBroker – Algotrading in Python with Machine Learning on Thursday March 09, 2023 @11:46PM (#35090486)
Right now this framework is designed for the research side of trading and not for execution, meaning it is intended to be used for analysis and modeling using Python.
Re:Show HN: PyBroker – Algotrading in Python with Machine Learning on Thursday March 09, 2023 @08:06PM (#35089178)
You can use fundamental data by registering your own custom data columns with PyBroker. See this notebook for details on using your own data source: https://www.pybroker.com/en/latest/notebooks/7.%20Creating%2...

Once you do that, you can write a strategy that ranks stocks using your custom data. See this notebook about ranking: https://www.pybroker.com/en/latest/notebooks/4.%20Ranking%20...

Re:Show HN: PyBroker – Algotrading in Python with Machine Learning on Thursday March 09, 2023 @07:48PM (#35089053)
Thanks! Interesting, I will have to take a look at this tool.
Re:Show HN: PyBroker – Algotrading in Python with Machine Learning on Thursday March 09, 2023 @07:47PM (#35089045)
Thank you! Not to my knowledge, I recently released this publicly.

Show HN: PyBroker – Algotrading in Python with Machine Learning

Posted by pyfreak182 on Thursday March 09, 2023 @12:51PM
from the show-hn dept.

https://github.com/edtechre/pybroker

Hello, I am excited to share PyBroker with you, a free and open-source Python framework that I developed for creating algorithmic trading strategies, including those that utilize machine learning. With PyBroker, you can easily develop and fine-tune trading rules, build powerful ML models, and gain valuable insights into your strategy's performance.Some of the key features of PyBroker include:-...

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