This project is a neural network I built from scratch to recognize handwritten digits (0-9) from the MNIST dataset. It can correctly identify about 85% of the digits in the test data! I used only ...
Lecture notes for Professor Nicole Looper's MATH 1560: Number Theory at Brown University for the Spring 2022 semester. Professor Looper's MATH 1560 was primarily split into two halves.: The first half ...
When you think about how a neural network can beat a Go champion or otherwise accomplish tasks that would be impractical for most computers, it's tempting to attribute the success to math. Surely it's ...
Abstract: In recent years, graph neural networks have been widely used in solving math word problems. However, previous researches are still not deep enough to mine numerical values in text. Therefore ...
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