Inspired by the outstanding paper "AlphaTensor: Discovering faster matrix multiplication algorithms with reinforcement learning", in this repo I used pyomo library and IPOPT optimizer to solve the ...

The word “algorithm” can sometimes seem like a word designed to scare people away from math classes, much like the words “calculus”, “Fourier transform”, or “engineering exam”. But in reality it’s ...

Matrix multiplication is at the heart of many machine learning breakthroughs, and it just got faster—twice. Last week, DeepMind announced it discovered a more efficient way to perform matrix ...

With AlphaTensor, DeepMind Technologies has presented an AI system that is supposed to independently find novel, efficient and provably correct algorithms for complex mathematical tasks. AlphaTensor ...

What do encrypted messages, recognizing speech commands and running simulations to predict the weather have in common? They all rely on matrix multiplication for accurate calculations. DeepMind, an ...

Armstrong Number Checker Verifies Armstrong numbers zig run src/algorithm/math/is_armstrong.zig Easy Digital Root Recursive digit sum calculation zig run src ...

Strassen’s algorithm for matrix multiplication is dramatically faster than traditional matrix multiplication, yet it is never used in large language models or other AI systems. Why not? The standard ...

Strassen's algorithm reduces matrix multiplication time complexity from O(n³) to O(n^2.81) Sounds small, but while dealing with a matrix of size 10,000, we just have to do 630B multiplication compared ...

Researchers at MIT's Computer Science & Artificial Intelligence Lab (CSAIL) have open-sourced Multiply-ADDitioN-lESS (MADDNESS), an algorithm that speeds up machine learning using approximate matrix ...