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Achievements

Achievement: Pull Sharkx3Achievement: YOLOAchievement: Starstruckx3Achievement: Arctic Code Vault Contributor

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Ceyron/README.md

Hi, I'm Felix 👋

I am Phd student in physics-based deep learning in the group of Prof. Thuerey at Technical University of Munich, funded by the Munich Center of Machine Learning (MCML). My interests are differentiable numerical simulators, machine learning, automatic differentiation, and optimization theory.

👉 Check out my website.

📺 On my YouTube channel, I create in-depth explanatory videos on Machine Learning & Simulation.

🧑‍💻 I love coding in Python, Julia and C++. Some technologies I like to use:

JAX • Scikit-Learn • TensorFlow (Probability) • Streamlit • Flask • NumPy/SciPy/Matplotlib • Dask • The C++ Standard Library • The Eigen Linear Algebra • Library in C++ • OpenFoam • OpenMP • MPI

📚 A list of my publications:

👉 Follow me on Twitter or LinkedIn.

💬 My favorite quote: "The best time to plant a tree was 20 years ago. The second best time is now."

💵 These are organizations I donate to yearly:

  • NumFOCUS: This Non-Profit supports many open source projects like Scikit-learn, NumPy, Scipy, Julia etc.
  • Wikipedia: Wikipedia is amazing. Where would I be without it.

Pinned Loading

  1. machine-learning-and-simulation machine-learning-and-simulation Public

    All the handwritten notes 📝 and source code files 🖥️ used in my YouTube Videos on Machine Learning & Simulation (https://www.youtube.com/channel/UCh0P7KwJhuQ4vrzc3IRuw4Q)

    Jupyter Notebook 863 179

  2. Tsunamis.jl Tsunamis.jl Public

    🌊 🌊 🌊 Parallel Shallow Water Equations Solver by Finite Volume Method and HLLE Riemann Solver in Julia.

    Julia 17 2

  3. StableFluids.jl StableFluids.jl Public

    2D Stable Fluids & 3D Stable Fluids using the Fast Fourier Transformation implemented efficiently in Julia.

    Julia 14 1

  4. expmath expmath Public

    Online visualization tool for basic engineering math concepts using flask and bokeh. Available online at http://expmath.math.nat.tu-bs.de/ (in German)

    HTML 7 1

  5. kenza-bouzid/VAE-VampPrior kenza-bouzid/VAE-VampPrior Public

    A variational auto-encoder (VAE) framework with a new type of prior "Variational Mixture of Posteriors" prior, or VampPrior for short.

    Python 9 3

  6. scientific-python-course scientific-python-course Public

    Slides + Source Code + Data for an introductory course to NumPy, Matplotlib, SciPy, Scikit-Learn & TensorFlow Keras

    Jupyter Notebook 22 7