Recent posts

• 

  Gradient Accumulation in PyTorch

  Increasing batch size to overcome memory constraints

  Feb 19, 2021 · 4 min read

• 

  Training PyTorch Models on TPU

  Tutorial on using PyTorch/XLA 1.7 with TPUs

  Oct 30, 2020 · 15 min read

• 

  Pre-Training with Surrogate Labels

  Using the test sample to improve CNN performance

  Aug 30, 2020 · 14 min read

• 

  Profit-Driven Demand Forecasting

  Data Mining Cup 2020 solution with graident boosted trees

  Jul 27, 2020 · 31 min read

• 

  Detecting Blindness with Deep Learning

  Using CNNs to detect diabetic retinopathy in retina photos

  Jul 11, 2020 · 36 min read

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  Algorithmic Fairness in R

  Tutorial on using the fairness R package

  May 1, 2020 · 16 min read

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