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@EPITA-SCIA

EPITA-SCIA

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  1. Machine-Learning-Foundations Machine-Learning-Foundations Public

    Math + code for ML fundamentals: Bayes risk, OLS, supervised & unsupervised learning

    Jupyter Notebook 2

  2. Fallacy-Detection-LLM Fallacy-Detection-LLM Public

    OpenAI-compatible FastAPI serving a local LLM for logical fallacy detection

    Jupyter Notebook 2

  3. Poetry-Classification-Generation Poetry-Classification-Generation Public

    Classification & generation on a 60k+ multilingual poem dataset (traditional ML -> RNN-attention -> GPT-2)

    Jupyter Notebook 1

  4. Tsunami-Simulation Tsunami-Simulation Public

    NetLogo agent-based simulation of tsunami evacuation dynamics

    NetLogo 1

  5. Realtime-Data-Pipeline Realtime-Data-Pipeline Public

    Scala streaming pipeline: Kafka -> processing -> MinIO/Postgres with bronze-to-gold transformation

    Scala 1

  6. Model-Transpiler Model-Transpiler Public

    Transpiles trained scikit-learn / PyTorch MLP models into standalone C or Verilog for bare-metal & hardware targets

    Verilog 1

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