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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…
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Graph-based Networks for Math
Do you want a new way to approach math that involves graphs and networks instead of boring old formulas? Before anything else, let’s define…
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Seq2Seq Networks for Math
No, not those fancy pants ones that can translate languages like a boss (although they are pretty cool). We’re talking about math-specific Seq2Seq models.…
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Neural Networks for Mathematical Reasoning
Well, hold onto your calculators because the answer is a resounding yes! First off, what exactly are neural networks? They’re essentially computer systems that…
