Memo's Island

The art of data science and scientific computing
by Mehmet Süzen
See also: Science Memo

Tuesday, 28 November 2023

What's the purpose of randomness in causal discovery techniques?

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Roulette Wheel (Wikipedia) Preamble   In this short exposition, we inquire about the purpose of randomness and how this related to discoveri...
Saturday, 25 November 2023

Why should there be no simultaneity rule for causal models?

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Dominos in motion (Wikipedia) Preamble   The definition of weighted directed graphs (wDAGs) provides a great opportunity to express causal r...
Saturday, 14 October 2023

Ising-Conway lattice-games: Understanding increasing entropy

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Preamble The entropy is probably one of the most difficult physical concepts to grasp. Its inception roots in efficiency of engines and foun...
Saturday, 9 September 2023

Practical causal ordering:
Why weighted-Directed Acyclic Graphs (DAGs) are powerful for causal inference?

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Preamble   Fractal Tree (Wikipedia) A quiet causal inference revolution is underway in industry. We see immense success of transformers deep...
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Mehmet Suzen

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