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El3ssar/README.md

Hi, I'm Daniel 👋

I'm a mathematician and physicist finishing my PhD at the Max Planck Institute for the Physics of Complex Systems in Dresden.
I specialize in machine learning, time series analysis, and dynamical systems, with a strong background in Python, TensorFlow/Keras, and scientific computing.

Currently researching Reservoir Computing and Complex Dynamical Systems using deep learning techniques.


🛠️ Tech & Tools

Python Julia Linux Keras Git Pandas NumPy Matplotlib Seaborn


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🚀 Interests

  • Machine Learning, Deep Learning, Chaos Theory
  • Open-source collaboration
  • Clean, robust, efficient coding practices

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  1. ResDAG ResDAG Public

    A modern, GPU-accelerated Reservoir Computing library for PyTorch. ResDAG brings the power of Echo State Networks (ESNs) and reservoir computing to PyTorch with a clean, modular API. Built for rese…

    Python 6