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Hi, I'm Anthony 👋

A passionate Data Scientist from Germany

  • 🔭 I’m currently working on my PhD at the Technische Universität Berlin

    • Topic keywords: deep learning, machine learning, data science and visualization, materials science

  • 🛠 I use the following Python tools:

    • AI/ML: PyTorch, TensorFlow, scikit-Learn
    • Data wrangling: Pandas, NumPy, SQLite
    • Data visualization: Matplotlib, Seaborn, Plotly, Datashader

  • ☁️ I also have experience with cloud computing and HPC:

    • Colab / Jupyter / Kaggle notebooks
    • Grid.ai
    • Model training and deployment on SageMaker
    • High-performance computing at the TU Berlin

  • 🌱 I’m currently learning reinforcement learning and code golfing

  • 📄 More about me & contact info: https://anthonywang.de/

  • 💬 Ask me about our latest work, CrabNet for the accurate and inspectable predictions of materials properties based on the Transformer architecture!

Anthony Wang's GitHub stars

Most-used programming languages by Anthony Wang

Anthony Wang's Projects

bestpractices icon bestpractices

Things that you should (and should not) do in your Materials Informatics research.

colorpalettes.jl icon colorpalettes.jl

quick-n-dirty Julia scripts to convert color palettes / colormaps to floating point

crabnet icon crabnet

Predict materials properties using only the composition information!

deep-learning-drizzle icon deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

deep-learning-v2-pytorch icon deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

dsw2018 icon dsw2018

Community repo for the GDSO Data Science Workshop (https://gdso.berkeley.edu/dsw_2018.html).

getcards icon getcards

Notebook to download machine learning flashcards

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