Index

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Popular past articles on Medium by view count:

1. Why Random Forests can’t predict trends and how to overcome this problem
2. Three ways of doing matrix multiplication with explainations in Microsoft Excel
3. Fast.ai V2 DataBlocks API Overview
4. Feature Importance in Random Forests from scratch

Posts

• Mar 13, 2021

  “Adam” and friends

• Jan 18, 2021

  ViT - AN IMAGE IS WORTH 16X16 WORDS: TRANSFORMERS FOR IMAGE RECOGNITION AT SCALE

• Jan 13, 2021

  The EfficientDet Architecture in PyTorch

• Jan 11, 2021

  EfficientDet - Scalable and Efficient Object Detection

• Sep 13, 2020

  U-Net: A PyTorch Implementation in 60 lines of Code

• Sep 6, 2020

  Top 100 solution - SIIM-ACR Pneumothorax Segmentation

• Aug 30, 2020

  GeM Pooling Explained with PyTorch Implementation and Introduction to Image Retrieval

• Aug 23, 2020

  SIIM-ISIC Melanoma Classification - my journey to a top 5% solution and first silver medal on Kaggle

• Aug 13, 2020

  EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks

• Aug 9, 2020

  Group Normalization

• Aug 2, 2020

  DenseNet Architecture Explained with PyTorch Implementation from TorchVision

• Jul 24, 2020

  Squeeze and Excitation Networks Explained with PyTorch Implementation

• Jul 18, 2020

  Label Smoothing Explained using Microsoft Excel

• Jul 12, 2020

  An introduction to PyTorch Lightning with comparisons to PyTorch

• Jun 29, 2020

  What is Focal Loss and when should you use it?

• Feb 18, 2020

  The Annotated GPT-2

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