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Mars 2020 Helicopter Contributor
Arctic Code Vault Contributor

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  • 13 discussions answered

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@conda-forge @psa-lab @iPRoBe-lab @Raschka-research-group
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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 Grid.ai and PyTorch Lightning, 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. machine-learning-book Public

    Code Repository for Machine Learning with PyTorch and Scikit-Learn

    Jupyter Notebook 739 223

  2. deeplearning-models Public

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

    Jupyter Notebook 15k 3.7k

  3. Raschka-research-group/coral-pytorch Public

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

    Python 57 11

  4. machine-learning-notes Public

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

    Jupyter Notebook 143 16

  5. mlxtend Public

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

    Python 3.9k 758

  6. watermark Public

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

    Python 610 78

896 contributions in the last year

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Contribution activity

April 2022

Created 29 commits in 7 repositories
Created 1 repository

Created a pull request in Yard1/ray-skorch that received 4 comments

Remove softmax from output

I don't think there should be a softmax in the output layer if you use CrossEntropyLoss since CrossEntropyLoss takes logits as inputs (and performs a

+3 −6 • 4 comments
Opened 3 other pull requests in 3 repositories
rasbt/biopandas 1 merged
rasbt/machine-learning-book 1 merged
rasbt/cyclemoid-pytorch 1 merged
Reviewed 1 pull request in 1 repository
PyTorchLightning/pytorch-lightning 1 pull request

Created an issue in rasbt/mlxtend that received 1 comment

Set up black for code formatting

It would be nice to automatically use black to make the code style consistent. Describe the workflow you want to enable When someone submits a PR, …

1 comment
Opened 5 other issues in 5 repositories
lindseysbrown/Auto-eD 1 open
rasbt/mlxtend 1 open
PyTorchLightning/pytorch-lightning 1 open
rasbt/machine-learning-book 1 open
rasbt/biopandas 1 open
Answered 1 discussion in 1 repository
rasbt/mlxtend
6 contributions in private repositories Apr 6 – Apr 13

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