stock/notebooks

OpenClaw Trading - Jupyter Notebooks

Interactive tutorials for learning OpenClaw Trading.

Prerequisites

Install Jupyter:

pip install jupyter matplotlib pandas

Install OpenClaw:

pip install -e ".."

Or set PYTHONPATH:

export PYTHONPATH=/path/to/openclaw/src:$PYTHONPATH

Starting Jupyter

jupyter notebook

This will open a browser window with the notebook interface.

Available Notebooks

01_getting_started.ipynb

Introduction to OpenClaw Trading basics:

• Creating an economic tracker
• Simulating trades
• Tracking performance
• Visualizing balance history
• Comparing different strategies

Duration: 15-20 minutes

02_agent_comparison.ipynb

Compare different types of agents:

• Market Analyst vs Sentiment Analyst
• Impact of skill levels
• Factor performance comparison
• Agent survival rates

Duration: 20-30 minutes

03_backtesting.ipynb

Learn backtesting strategies:

• Running simple backtests
• Parameter optimization
• Walk-forward analysis
• Performance visualization

Duration: 25-35 minutes

04_custom_strategies.ipynb

Create custom trading strategies:

• Building custom agents
• Creating custom factors
• Strategy optimization
• Advanced backtesting

Duration: 30-45 minutes

Running the Notebooks

1. Start Jupyter:

   jupyter notebook
   

2. Click on a notebook file (.ipynb)

3. Run cells with:

   • Shift+Enter: Run current cell and move to next
   • Ctrl+Enter: Run current cell and stay
   • Cell > Run All: Run all cells

4. To restart:

   • Kernel > Restart & Clear Output: Start fresh
   • Kernel > Restart & Run All: Restart and run all

Tips

• Run cells in order (top to bottom)
• If you get errors, try Kernel > Restart & Run All
• Modify the code and experiment!
• Check the documentation for more details

Troubleshooting

Module Not Found

If you get ModuleNotFoundError, ensure:

1. OpenClaw is installed: pip install -e ".."
2. PYTHONPATH is set correctly
3. You're running Jupyter from the notebooks directory

Plot Not Showing

If plots don't display:

%matplotlib inline

Add this at the beginning of the notebook.

Kernel Crashes

If the kernel crashes:

1. Kernel > Restart
2. Cell > Run All Above (to get back to where you were)
3. Continue from there

Additional Resources

• Main Documentation
• Examples
• API Reference