Learn
Step-by-step tool usage tutorials and integration guides for the financial AI ecosystem.
Getting Started with Backtrader
Install Backtrader, define your first strategy, run a backtest, and analyze performance metrics.
Installing and Using Akshare for A-Share Data
Install Akshare, fetch A-share market data, fundamentals, and integrate with analysis tools.
Building a Trading Bot with Freqtrade
Set up Freqtrade, configure a strategy, run a backtest, and deploy a dry-run bot.
Running Your First QuantConnect Algorithm
Create a QuantConnect account, write a Python algorithm, run cloud backtests, and explore results.
Portfolio Optimization with PyPortfolioOpt
Use PyPortfolioOpt to compute efficient frontiers, optimize portfolio weights, and analyze risk metrics.
Financial Sentiment Analysis with FinBERT
Set up FinBERT for financial text sentiment analysis, classify news, and integrate with research pipelines.
Using FinGPT for Financial Sentiment Analysis
Set up FinGPT, configure the sentiment analysis pipeline, analyze financial news text, and interpret sentiment scores for market research.