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Technical Notes from a Data Geek.

  • Aug 22
    More Memory-Efficient Swish Activation Function

    And How to Profile PyTorch GPU Memory Usage
  • Aug 14
    Customizing Spacy Sentence Segmentation

    Making the Default Model More Robust by Add Custom Rules
  • Aug 4
    [Notes] Jigsaw Unintended Bias in Toxicity Classification

    Bias Reduction; Summary of Top Solutions
  • Jul 16
    [Notes] iMet Collection 2019 - FGVC6 (Part 1)

    Overview; Augmentation; Training Models on Kaggle
  • Jun 25
    Dealing with Synthetic Data

    Lessons Learned From Kaggle Instant Gratification Challenge
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