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davidandrzej/README.md

David M. Andrzejewski

  • 🌉 I am a machine learning and software engineering enthusiast living in the San Francisco Bay Area.
  • 🤖 I am especially interested in applied settings where we can augment or amplify human expertise with machine learning.
  • 🪵 At Sumo Logic, I work on helping organizations use machine-generated data to ensure the reliability and security of their software.
  • In the pre-COVID days I had also co-organized a popular (> 7500 members, > 18k Twitter followers) San Francisco Bay Area Machine Learning meetup.
  • Before all that, I had been a postdoctoral researcher at LLNL and a PhD student at the University of Wisconsin–Madison.

For more details, please see my personal website.

Popular repositories

  1. PyIBP PyIBP Public

    NumPy implementation of infinite latent feature model (aka Indian Buffet Process or IBP)

    Python 49 18

  2. pSSLDA pSSLDA Public

    Parallel Semi-Supervised Latent Dirichlet Allocation

    C 33 16

  3. LogicLDA LogicLDA Public

    Topic modeling with first-order logic (FOL) domain knowledge

    Java 33 14

  4. chisel chisel Public

    Clojure wrapper for LDA topic modeling in MALLET

    Clojure 33 4

  5. py-coursera-neural py-coursera-neural Public

    Python code for Coursera Neural Networks class taught by Professor Geoffrey Hinton

    Python 23 18

  6. cvbLDA cvbLDA Public

    Collapsed variational Bayesian inference for LDA

    C 21 5