{"repo":"risabhmishra/algotrading-sentimentanalysis-genai","free":true,"listed":false,"github":"https://github.com/risabhmishra/algotrading-sentimentanalysis-genai","clone":"git clone https://github.com/risabhmishra/algotrading-sentimentanalysis-genai.git","description":"Algorithmic Trading with Sentiment Analysis using GenAI","language":"Python","stars":24,"topics":["algotrading","alpaca","backtrader","cerebro","genai","llama2","openai","sentiment-analysis"],"license":"Apache-2.0","category":"ai-agents","readme_excerpt":"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 sentiment data and merge it with stock data. - Run backtests with customizable strategies using Backtrader. - Analyze backtest results with various performance metrics. Requirements - Python 3.6+ - Dependencies listed in requirements.txt Installation 1. Clone the repository: 2. Create a virtual environment (optional but recommended): 3. Activate the virtual environment: - On Windows: - On macOS/Li","default_branch":null,"files":null,"tree":[],"storefront":"/r/risabhmishra","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/risabhmishra/algotrading-sentimentanalysis-genai/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."}