algotrading-sentimentanalysis-genai
Unverified ML strategy on Multi by risabhmishra. BotFinder score 18 out of 100.
Algorithmic Trading with Sentiment Analysis using GenAI
Source: github
BotFinder analysis pending.
algotrading-sentimentanalysis-genai
AlgoTrading with Sentiment Analysis and Backtesting using GenAI This project provides a versatile framework for sentiment analysis on stock market data, conducting backtesting with Backtrader and leveraging generative AI models such as OpenAI, Llama, and Transformers pipeline for sentiment data analysis. It encompasses functionalities for downloading stock data from Yahoo Finance, fetching stock market news data using Alpaca APIs, preprocessing sentiment data, and running backtests with customizable strategies. Integrating advanced language models enhances the sentiment analysis process, allowing for a more nuanced understanding of market sentiments. Table of Contents - Introduction - Features - Requirements - Installation - Usage - Configuration - Run Backtest - Project Structure - Contributing - License Introduction This project aims to provide a streamlined workflow for analyzing stock market sentiment and backtesting trading strategies. It leverages Backtrader for backtesting and yfinance for downloading stock data. Features - Download stock data from Yahoo Finance. - Preprocess
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Alerts on changes: coming soon
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Open-source maintainer on GitHub.
Data-completeness & trust index (not a profitability rating)