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Technical Notes from a Data Geek.
[Notes] Jigsaw Unintended Bias in Toxicity Classification
Bias Reduction; Summary of Top Solutions
[Notes] iMet Collection 2019 - FGVC6 (Part 1)
Overview; Augmentation; Training Models on Kaggle
Dealing with Synthetic Data
Lessons Learned From Kaggle Instant Gratification Challenge
Smaller Docker Image using Multi-Stage Build
Example: CUDA-enabled PyTorch + Apex Image
Mixed Precision Training on Tesla T4 and P100
Training Wide-Resnet with Apex on Google Colab and Kaggle
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