aprender 0.29.3

Next-generation ML framework in pure Rust — `cargo install aprender` for the `apr` CLI
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# Publish Shell Safety Classifier

Uploads the trained shell safety model to HuggingFace as
`paiml/shell-safety-classifier`.

## Prerequisites

1. Train the model first:
   ```bash
   cargo run --example shell_safety_training -- /tmp/corpus.jsonl
   ```

2. Set HuggingFace token:
   ```bash
   export HF_TOKEN=hf_xxxxxxxxxxxxx
   ```

## Run

```bash
cargo run --features hf-hub-integration --example publish_shell_safety -- /tmp/shell-safety-model/
```

## Source

```rust,ignore
{{#include ../../../examples/publish_shell_safety.rs}}
```