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kaggle_rsna_2nd_place_solution

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Notebooks to accompany the blog posts about the 2nd place Kaggle RSNA winners: https://github.com/darraghdog/rsna

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# Blog Series - Kaggle RNSA Intracranial Haemorrage 2nd Place Solution Breakdown

Notebooks to accompany my blog series about the 2nd place Kaggle RSNA winners to help me understand theire solution. First check out the 2nd place kaggle solution winners (Darragh and Dmitry) explanations and code here for yourself:

- [kaggle discussion of their solution](https://www.kaggle.com/c/rsna-intracranial-hemorrhage-detection/discussion/117228)
- [accompanying youtube explainer](https://www.youtube.com/watch?t=&v=U7WjTtGSOKA)
- [code on github](https://github.com/darraghdog/rsna)

After performing dismally in the Kaggle RSNA Intracranial Haemorrhage Competition thanks to a pig-headed strategy 
relying on  brute force (via an expensive cloud instance) and too little thinking I resolved to see what the 
winners had done right. This series posts will cover what I learned looking at the code shared by the 2nd 
placed team, who’s solution I found both approachable and innovative, hope you enjoy.

Post 1/4: [Intro](https://www.ntentional.com/technical/2020/1/18/kaggle)

Post 2/4: [Data Preparation](https://www.ntentional.com/technical/2020/1/20/kaggle-rsna-2nd-place-data-prep)

Post 3/4: [Image Classifier Training](https://ntentional.com/technical/2020/1/24/kaggle-rsna-2nd-place-train-img-classifier)

Post 4/4: [LSTM Training](https://ntentional.com/technical/2020/1/26/rsna-2nd-place-lstm)

kaggle_rsna_2nd_place_solution

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