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gmontana/README.md

I lead a machine learning group at the University of Warwick. We develop methods for reinforcement learning, autonomous decision-making and AI for medical imaging, from theory to real-world deployment.

Google Scholar Hugging Face Warwick

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  1. stanza stanza Public

    Dependency-free line editor for Zig terminal programs.

    Zig 2

  2. modMARL modMARL Public

    Modular cooperative multi-agent reinforcement learning with communication, reproducible demos and explicit validation evidence.

    Python 1

  3. BREST BREST Public

    Deep learning for 3-year breast cancer risk prediction from screening mammograms.

    Python

  4. C2Zig C2Zig Public

    From C to Zig: A Problem-Based Guide to Systems Programming

    Zig

  5. DecodingViewerEmotions DecodingViewerEmotions Public

    Code and pre-trained TSAM model for predicting viewer emotions from video ads (Scientific Reports, 2024).

    Python

  6. zdraw zdraw Public

    Deterministic Metal diffusion inference for FLUX.2 Klein 4B and Z-Image-Turbo on Apple Silicon, in Zig

    Zig