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rasbt/README.md

Hi there, I am Sebastian 👋

and I am a machine learning and AI researcher with a strong passion for education!

  • ⚡️ As Lead AI Educator at Lightning AI, I am excited about making AI & deep learning more accessible and teaching people how to utilize AI & deep learning at scale.
  • 🎓 I am also an Assistant Professor of Statistics at the University of Wisconsin-Madison, focusing on deep learning and machine learning research. Have a look at my research projects if you'd like to find out more.
  • 🎮 But most of all, I am a passionate coder who loves open-source software!
  • 📖 I also love writing! For example, I wrote the Machine Learning with PyTorch and Scikit-Learn book.

If you are interested in more details, check out my website!
PS:

Pinned

  1. Code Repository for Machine Learning with PyTorch and Scikit-Learn

    Jupyter Notebook 978 337

  2. A collection of various deep learning architectures, models, and tips

    Jupyter Notebook 15.2k 3.8k

  3. CORAL and CORN implementations for ordinal regression with deep neural networks.

    Python 75 14

  4. Collection of useful machine learning codes and snippets (originally intended for my personal use)

    Jupyter Notebook 281 57

  5. mlxtend Public

    A library of extension and helper modules for Python's data analysis and machine learning libraries.

    Python 4k 772

  6. watermark Public

    An IPython magic extension for printing date and time stamps, version numbers, and hardware information

    Python 650 81

1,316 contributions in the last year

Jul Aug Sep Oct Nov Dec Jan Feb Mar Apr May Jun Jul Mon Wed Fri

Contribution activity

July 2022

Created 3 repositories

Created a pull request in rasbt/mlxtend that received 1 comment

Onehot perm groups

The mlxtend.evaluate.feature_importance_permutation function now supports a feature_groups argument to treat user-specified feature groups as singl…

+585 −47 1 comment
Opened 5 other pull requests in 4 repositories
Lightning-AI/engineering-class 2 merged
rasbt/ord-torchhub 1 merged
rasbt/mlxtend 1 merged
Lightning-AI/lightning-quick-start 1 open
Started 1 discussion in 1 repository
rasbt/b3-basic-batchsize-benchmark
16 contributions in private repositories Jul 3 – Jul 11

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