tommy / data-science-blogposts
Individual blog posts on data science, statistics, mathematics, optimization, algorithms, etc.
Items
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The CP-SAT Primer: Using and Understanding Google OR-Tools' CP-SAT Solver
(d-krupke.github.io)
Added 4 months ago
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Sentence Embeddings. Introduction to Sentence Embeddings – hackerllama
(osanseviero.github.io)
Added 5 months ago
Everything you wanted to know about sentence embeddings (and maybe a bit more)
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Flow Free redux: eating SAT-flavored crow | Needlessly complex
(mzucker.github.io)
Added 5 months ago
Turns out, sometimes a hammer is not the best tool for the job.
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Added 5 months ago
Hashcode is over. I want just to tell how I was solving this problem, my methodologies, overall the structure of the data sets.
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The geometry of the Iman-Conover transformation - The DO Loop
(blogs.sas.com)
Added 6 months ago
This article shows the main mathematical ideas behind the Iman-Conover transformation.
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Understanding NumPy's einsum - Stack Overflow
(stackoverflow.com)
Added 7 months ago
How does np.einsum work?
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Dicing an Onion, the Mathematically Optimal Way
(pudding.cool)
Added 8 months ago
There is more than one way to dice an onion.
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A Recipe for Training Neural Networks - Andrej Karpathy
(karpathy.github.io)
Added 10 months ago
I have developed a specific process for myself that I follow when applying a neural net to a new problem, which I will try to describe.
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Simplicity is An Advantage but Sadly Complexity Sells Better
(eugeneyan.com)
Added 10 months ago
Pushing back on the cult of complexity.
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The Bitter Lesson - Richard S. Sutton
(cs.utexas.edu)
Added 10 months ago
The biggest lesson from 70 years of AI research is that general methods that leverage computation are ultimately the most effective.
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Created: May 12, 2025 Updated: November 22, 2025
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