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Kepler Lounge

Personal blog · keplerlounge.commathscience

Kepler Lounge is a personal blog at keplerlounge.com about math and science. Since 2016, 3 different Hacker News readers have linked it 54 times, most often “Automatic Differentiation via Contour Integration”. No feed was found, so read it on the site itself.

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54mentions?
3HN people?
2016–2021first – last linked?
Links on Hacker News per year · peak 19 in 2017

Too few sampled comments (1) to say how often HN recommends it.?

Why HN links it

HN readers link Kepler Lounge's post explaining why the author built a contour-integration autodiff repo, which they present as a proposed biologically plausible way for neurons to be trained.

Summarised by Claude from a sample of 1 HN comments that link here. Each comment is marked recommending, critical or neutral (citing without judging); how this works.

Most-linked posts?

  1. Automatic Differentiation via Contour Integration
    2 people · 3 mentions · first linked 2020-01-17

What Hacker News says?

  1. The more relevant link is https://keplerlounge.com/neural-computation/2020/01/16/compl... . Where the author discusses why this repos exists. This isn't a very good way to do AutoDiff and isn't exact(Look at standard reverse mode AutoDiff or Julia or Swift's implementations instead). The point of the repo is that the author believes it is a biologically plausible mechanism for neurons to be trained. Whether it is or…

    Comment linking /neural-computation/2020/01/16/complex-auto-diff.html

    on “Automatic Differentiation via Contour Integration”
  2. Submitted Automatic Differentiation via Contour Integration as a story · 94 points

    HN discussion
  3. Submitted The Thermodynamics of Deep Learning as a story · 20 points

    HN discussion
  4. Submitted Can there be a scientific theory of collective intelligence? as a story · 14 points

    HN discussion
  5. Submitted The computational geometry of deep rectifier networks as a story · 11 points

    HN discussion
  6. Submitted Understanding the Causal Path Entropy as a story · 5 points

    HN discussion
  7. Submitted The Case Against Universal Basic Income as a story · 4 points

    HN discussion
  8. Submitted Are partial derivatives the computational primitives of deep neural networks? as a story · 3 points

    HN discussion
  9. Submitted The True Cost of AlphaGo Zero as a story · 3 points

    HN discussion
  10. Submitted Understanding the two-thirds power law as a story · 3 points

    HN discussion
  11. Submitted What is the exact value of culture? as a story · 3 points

    HN discussion
  12. Submitted The case for compulsory public service as a story · 3 points

    HN discussion
  13. Submitted Where education failed as a story · 3 points

    HN discussion
  14. Submitted The Quadrupedal Conjecture as a story · 3 points

    HN discussion
  15. Submitted Sentient aliens are probably terrestrial as a story · 3 points

    HN discussion
  16. Submitted Schmidhuber's Comment on Laughter as a story · 2 points

    HN discussion
  17. Submitted Almost all random matrices are nonsingular as a story · 2 points

    HN discussion
  18. Submitted Automatic Differentiation via Contour Integration as a story · 2 points

    HN discussion
  19. Submitted Neuroscientists can help address climate change as a story · 2 points

    HN discussion
  20. Submitted Almost all simple graphs are connected as a story · 2 points

    HN discussion
  21. Submitted What if we could simulate the human brain? as a story · 2 points

    HN discussion
  22. Submitted What Is Art? as a story · 2 points

    HN discussion
  23. Submitted Parsing Elon Musk's solar energy calculation as a story · 2 points

    HN discussion
  24. Submitted Deep Rectifier Networks as Orthogonal Function Spaces as a story · 2 points

    HN discussion
  25. Submitted The Causal Path Entropy and Its Relation to Empowerment as a story · 2 points

    HN discussion
  26. Submitted The symmetries of Mandelbrot sets with integer exponents as a story · 2 points

    HN discussion
  27. Submitted Learning Lagrangians from Data as a story · 2 points

    HN discussion
  28. Submitted The coordination problem as a story · 2 points

    HN discussion
  29. Submitted Democracy 2.0 as a story · 2 points

    HN discussion
  30. Submitted The flatmate conjecture as a story · 2 points

    HN discussion

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