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freiberg-roman

Hi, I am Roman!

Education

M.Sc. in CS

A Design Template for Your ML Project

A Design Template for Your ML Project

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2 min read
The 1 Principle to Build Regular Equivariant CNNs

The 1 Principle to Build Regular Equivariant CNNs

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6 min read
How the React Pattern Applies Outside of JS: A Case Study

How the React Pattern Applies Outside of JS: A Case Study

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4 min read
How the Transformer Architecture Was Likely Discovered: A Step-by-Step Guide

How the Transformer Architecture Was Likely Discovered: A Step-by-Step Guide

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5 min read
How I Work Fully Remote through SSH without Sudo Rights

How I Work Fully Remote through SSH without Sudo Rights

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3 min read
Speed Up Your PyTorch Development Using Types

Speed Up Your PyTorch Development Using Types

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3 min read
Don't Know How to Structure Your Data Science Project? Try the Extended Clean Architecture Method

Don't Know How to Structure Your Data Science Project? Try the Extended Clean Architecture Method

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7 min read
Learn the Math of Diffusion Models (Enough to Reason about Ideas from Top-ML Conferences)

Learn the Math of Diffusion Models (Enough to Reason about Ideas from Top-ML Conferences)

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8 min read
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