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Hi there, I am Sebastian 👋

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

  • ⚡️ As Staff Research Engineer at Lightning AI, I am working on the intersection of AI research, software development, and large language models (LLMs).
  • 🎓 Previously, I was an Assistant Professor of Statistics at the University of Wisconsin-Madison (tenure track 2018-2025) until 2022, focusing on deep learning and machine learning research.
  • 🎮 But most of all, I am a passionate coder who loves open-source software!
  • 📖 I also love writing and authored several books!
Sebastian's Books

(Links and more info here.)

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

Socials

I am also more active on social platforms than I should be!

Sebastian Raschka's Projects

2021-issdl-gdansk icon 2021-issdl-gdansk

Intro to GAN Tutorial for the International Summer School of Deep Learning 2021 in Gdansk

2021-pydata-jeddah icon 2021-pydata-jeddah

Materials for "Transformers from the Ground Up" at PyData Jeddah on August 5, 2021

auto-ed icon auto-ed

A web based tool for visualization of the forward and reverse modes of automatic differentiation

bartpy icon bartpy

Bayesian Additive Regression Trees For Python

blog-finetuning-llama-adapters icon blog-finetuning-llama-adapters

Supplementary material for "Understanding Parameter-Efficient Finetuning of Large Language Models: From Prefix Tuning to Adapters"

bondpack icon bondpack

A collection of PyMOL plugins to visualize atomic bonds.

bugreport icon bugreport

A repository to store code examples to reproduce issues for bug reports.

coral-ordinal icon coral-ordinal

Tensorflow Keras implementation of ordinal regression using consistent rank logits (CORAL) by Cao et al. (2019)

courses icon courses

This repository is a curated collection of links to various courses and resources about Artificial Intelligence (AI)

ctgan icon ctgan

Conditional GAN for generating synthetic tabular data.

data icon data

A PyTorch repo for data loading and utilities to be shared by the PyTorch domain libraries.

datacollect icon datacollect

A collection of tools to collect and download various data.

deep-learning-book icon deep-learning-book

Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"

deep-review icon deep-review

A collaboratively written review paper on deep learning, genomics, and precision medicine

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