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John D. Cook | Applied Mathematics Consulting
Making the two-dimensional one-dimensional
We often want to reduce something that's inherently two-dimensional into something one-dimensional. We want to turn graph into a list. And we'd like to do this with some kind of faithfulness. We'd like things that are close together in 2D space to be close…
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John D. Cook | Applied Mathematics Consulting
Counting points on an elliptic curve
Counting the number of points on an elliptic curve using a crude algorithm, a better algorithm, and the best algorithm.
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John D. Cook | Applied Mathematics Consulting
Prime numbers that are easy to remember
Memorable prime numbers with various numbers of digits. For example, if you need a five-digit prime, you could say 18181.
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John D. Cook | Applied Mathematics Consulting
Two ways of generalizing π
Pi is the ratio of a circle's circumference to its diameter. You can generalize pi to pi_p by generalizing the notion of circle and the notion of circumference.
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John D. Cook | Applied Mathematics Consulting
Tiny Jubjub elliptic curve
The Tiny Jubjub curve is an elliiptic curve designed to be similar to other Jubjub curves, but small enough for hand calculations.
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A Bird’s-Eye View of Linear Algebra: Why Is Matrix Multiplication Like That?
#Article #Math #Artificial_Intelligence #Data_Science #Deep_Dives #Linear_Algebra #Matrix_Multiplication
via Towards Data Science
#Article #Math #Artificial_Intelligence #Data_Science #Deep_Dives #Linear_Algebra #Matrix_Multiplication
via Towards Data Science
Telegraph
A Bird’s-Eye View of Linear Algebra: Why Is Matrix Multiplic…
Since the way we manipulate high-dimensional vectors is primarily matrix multiplication, it isn’t a stretch to say it is the bedrock of the modern AI revolution. The post A Bird’s-Eye View of Linear Algebra: Why Is Matrix Multiplication Like That? appeared…
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John D. Cook | Applied Mathematics Consulting
Weierstrass, Montgomery, and twisted Edwards elliptic curves
Converting elliptic curves between Weierstrass, Montgomery, and twisted Edwards form. Using Baby Jubjub and Tiny Jubjub as examples.
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John D. Cook | Applied Mathematics Consulting
Converting very long strings to integers in Python
Python integers can be arbitrarily long, but there are limits on the size of string that you can convert to an integer. How to get around this limit.
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John D. Cook | Applied Mathematics Consulting
Recovering a permuted seed phrase
If you remember the words in a seed phrase out of order, try permutations in order of their permutation distance from what you remember.
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John D. Cook | Applied Mathematics Consulting
When log(x) has the same digits as x
When does log x equal x with the decimal place moved? First we look at the problem for base 10, then for more general bases.
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Cracking the Density Code: Why MAF Flows Where KDE Stalls
#Article #Statistics #Data_Science #Deep_Dives #Dimensionality #Machine_Learning #Math
via Towards Data Science
#Article #Statistics #Data_Science #Deep_Dives #Dimensionality #Machine_Learning #Math
via Towards Data Science
Telegraph
Cracking the Density Code: Why MAF Flows Where KDE Stalls
Learn why autoregressive flows are the superior density estimation tool for high-dimensional data The post Cracking the Density Code: Why MAF Flows Where KDE Stalls appeared first on Towards Data Science. Generated by RSStT. The copyright belongs to the original…
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John D. Cook | Applied Mathematics Consulting
Intuition for Pick’s Theorem
Pick's theorem computes the area of a figure drawn on a grid by counting the number of grid points inside and on the perimeter, but the formula isn't obvious.