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Python’s built-in math functions
Yep, you heard that right no need for external libraries or complicated calculations here! Just good old fashioned Python magic. So Let’s get right…
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Physics-Inspired Neural Networks for Solving Partial Differential Equations
In fact, this is some pretty cool stuff! So what are PDEs? Well, they’re basically mathematical models that describe how things change over time…
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Matrix Operations in Python
In fact, it can actually be pretty fun once you get the hang of it! To set the stage: what exactly is a matrix?…
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Special Numbers in Mathematics
First off, pi (π). This guy is probably the most famous number out there and for good reason! With over 31 trillion digits known…
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Numerical Analysis Algorithms in Python
Instead, Let’s get cracking with some practical examples and have a little fun along the way! First things first: what is numerical analysis? Well,…
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EC Multiplication
Yes, you heard me right. This is not some fancy new algorithm or groundbreaking discovery in the world of mathematics. It’s just plain old…
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Improving Math Word Problems with Pre-trained Knowledge and Hierarchical Reasoning
Let’s start with the basics: what is a math word problem? It’s essentially a sentence or scenario that involves some sort of mathematical operation,…
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Self-Supervised Learning for Math
Now, before you start rolling your eyes and muttering “math is boring,” let me tell you something: it’s not. Math is actually pretty cool…
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Pre-trained Language Models for Mathematical Reasoning
Well, hold onto your calculators because the answer is a resounding YES! Let’s kick this off with this exciting new field of math and…