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10 changes: 4 additions & 6 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -201,9 +201,7 @@ predictions = model(
redshift_probs = torch.softmax(predictions['tok_z'], dim=-1)
```

## 📚 Documentation

### 🎓 Tutorials
## 🎓 Tutorials

Start with our interactive tutorial:
- **[Open in Google Colab](https://colab.research.google.com/github/PolymathicAI/AION/blob/main/notebooks/Tutorial.ipynb)** - Learn AION basics interactively, no local setup required!
Expand All @@ -217,13 +215,13 @@ AION offers flexible installation options to suit your environment and requireme
To install AION with PyTorch included:

```bash
pip install aion[torch]
pip install polymathic-aion[torch]
```

For contributors and developers:

```bash
pip install aion[torch,dev]
pip install polymathic-aion[torch,dev]
```

This includes testing frameworks, linting tools, and development dependencies.
Expand All @@ -235,7 +233,7 @@ For specific PyTorch versions (e.g., CUDA support):
pip install torch==2.4.0 torchvision==0.19.0 torchaudio==2.4.0 --index-url https://download.pytorch.org/whl/cu124

# Then install AION
pip install aion
pip install polymathic-aion
```

## 📄 License
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