u/DataBaeBee

r/puremathematics r/cryptography r/learnmachinelearning r/deeplearning r/mathematics r/artificial r/programming r/Compilers r/PythonProjects2 r/CasualMath r/ResearchML r/3Blue1Brown r/Python r/cprogramming

▲ 5 r/CasualMath+2 crossposts

HNP-SUM: Hidden Number Problem With Small Unknown Multipliers in Python

leetarxiv.substack.com

u/DataBaeBee — 1 day ago

▲ 21 r/puremathematics+3 crossposts

Division Polynomials of Elliptic Curves in Python

leetarxiv.substack.com

u/DataBaeBee — 3 days ago

▲ 42 r/learnmachinelearning

I saw this meme, It's actually true. You can embed a matmul into a Group Algebra and multiply without matrices. It's called the TPP algorithm

u/DataBaeBee — 5 days ago

▲ 1 r/Python

Annotated Triple Product Property Matrix Multiplication Algorithm In Python

The Triple Product Property *(*TPP) algorithm is an obscure matmul algorithm that uses group theory (instead of linear algebra) to find matrix products.

One may summarize it as a fast fourier transform for multiplying matrices. The algorithm was published by Microsoft and Caltech researchers in 2003 but the original paper's math-heavy. I coded the paper in Python to make matrix multiplication research accessible to everyone.

GitHub: https://github.com/MurageKibicho/The-Annotated-Triple-Product-Property-Matrix-Multiplication-Algorithm/tree/main

Written Guide: https://leetarxiv.substack.com/p/triple-product-property-matrix-multiplication

reddit.com

u/DataBaeBee — 5 days ago

▲ 88 r/puremathematics+4 crossposts

TPP: The Obscure Matrix Multiplication Algorithm That Deserves More Attention

leetarxiv.substack.com

u/DataBaeBee — 1 day ago

▲ 12 r/PythonProjects2+2 crossposts

Neural Sorting Algorithms: Gumbel-Sinkhorn Networks

Hi guys this tutorial is about training a neural network in Python to sort lists of numbers using the Gumbel-Sinkhorn architecture from the original 2018 paper.

Github: https://github.com/MurageKibicho/Neural-Sorting-Algorithms-Gumbel-Sinkhorn-Networks/tree/main

Writeup: https://leetarxiv.substack.com/p/gumbel-sinkhorn-neural-sort

reddit.com

u/DataBaeBee — 9 days ago