# Examples

Welcome to the Lox examples gallery. These examples demonstrate various ways to use Lox for logging and monitoring your Python and JAX applications.
All examples are self-contained and can be run independently. Each example includes a brief description of its purpose and functionality.
If you have any ideas for additional examples or improvements, feel free to contribute!


```{toctree}
:hidden:
:maxdepth: 1
:caption: Examples

examples/deep_nesting
examples/parameter_estimation
examples/live_plotting
```

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🕳️ **[Deep Nesting](examples/deep_nesting):** Learn how Lox helps you extract values from deep within nested function calls without polluting your function signatures and return values.

</div>

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📈 **[Parameter Estimation](examples/parameter_estimation):** See how Lox integrates with JAX, specifically using `jax.lax.scan` to log intermediate states during optimization.

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📺 **[Live Plotting](examples/live_plotting):** Discover how to use `lox.tap` with real-time plotting libraries to monitor your training or simulation progress as it happens.

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