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TKTuhin Kumar Duttastatisticallyspeaking.tuhindutta.com1d ago · 7 min read

Neural Networks From Scratch

Introduction When we train a neural network using frameworks such as PyTorch or TensorFlow, a large portion of the learning process remains hidden behind abstraction layers. We define a model, specify

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TIThe Invariantprojectinvariant.hashnode.devJun 12 · 7 min read

You were never just counting, you were remembering.

Sequences are intriguing- for humanity, they always have been. Before the idea of numbers, there was the idea of multiple existences. One stone. Two stones. 29 markings on the LeBombo bone. Sumerian c

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Bbackpropdevbackpropdev.hashnode.devJun 3 · 10 min read

Why Does AI Even Need Calculus? (And Why You've Been Avoiding It for No Reason)

Article 1 of 12 — Calculus for AI Developers I want to start with a confession. When I first started learning machine learning, I skipped the math. I copied the PyTorch tutorial. I got a model to tra

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PJPrince Jhaoptionality.hashnode.devJun 2 · 9 min read

I Didn't Build an Options Project. I Built a Laboratory for Breaking My Own Intuition.

Just a few weeks ago, I began what seemed like a simple task. Implement some payoff functions.Plot a few graphs.Build a binomial tree.Move on. Instead, I ended up with a notebook that felt... wrong. N

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LDLuhui Devluhui.hashnode.devMay 28 · 11 min read

DeepMind AlphaProof Nexus Explained: 4 System Paradigms for AI Math Research

🙋‍ I’m Luhui Dev, a developer who has been breaking down Agent engineering and exploring how AI can be applied in education. I focus on Agent Harness, LLM application engineering, AI for Math, and th

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YAyoan antemathbuilders.hashnode.devMay 12 · 3 min read

What I learned building a math fact app for my third grader

TL;DR I built a free math fact app for my third grader called MathBuilders. There's no growth story to tell, no users yet except my daughter, just a working tool and what I learned shipping it. The me

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MMacaulay001forgottentheorieshashnodedev.hashnode.devMay 11 · 6 min read

I tested Bertrand's 1887 ballot formula on 648 vote splits and the answer was always (p-q)/(p+q).

Part 100 of Forgotten Theories, a series re-testing old scientific claims with modern tools. Find the rest under the #forgotten-theories tag. In 1887 Joseph Bertrand sent a four-page note to the Comptes Rendus of the French Academy. The question he ...

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MMacaulay001forgottentheorieshashnodedev.hashnode.devMay 11 · 6 min read

I located the first 30 zeros of Riemann's zeta on the critical line. They all sat exactly where 1859 said they would.

Part 95 of Forgotten Theories, a series re-testing old scientific claims with modern tools. Find the rest under the #forgotten-theories tag. In November 1859, Bernhard Riemann submitted an eight-page memoir to the Berlin Academy. The paper was about...

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MMacaulay001forgottentheorieshashnodedev.hashnode.devMay 11 · 6 min read

I sampled a million coin flips with decaying probabilities. The 1909 dividing line showed up exactly where Borel said it would.

Part 96 of Forgotten Theories, a series re-testing old scientific claims with modern tools. Find the rest under the #forgotten-theories tag. In 1909 Émile Borel was working through a problem about decimal expansions of real numbers, and he proved a ...

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MMacaulay001forgottentheorieshashnodedev.hashnode.devMay 11 · 7 min read

Noether's 1918 theorem holds to 14 decimals in a symplectic Kepler orbit

Part 91 of Forgotten Theories, a series re-testing old scientific claims with modern tools. Find the rest under the #forgotten-theories tag. In July 1918, Emmy Noether published a short paper in the Göttingen Nachrichten with a title that sounds lik...

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#mathematics

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Trending tags this week

Neural Networks From Scratch

You were never just counting, you were remembering.

Why Does AI Even Need Calculus? (And Why You've Been Avoiding It for No Reason)

I Didn't Build an Options Project. I Built a Laboratory for Breaking My Own Intuition.

DeepMind AlphaProof Nexus Explained: 4 System Paradigms for AI Math Research

What I learned building a math fact app for my third grader

I tested Bertrand's 1887 ballot formula on 648 vote splits and the answer was always (p-q)/(p+q).

I located the first 30 zeros of Riemann's zeta on the critical line. They all sat exactly where 1859 said they would.

I sampled a million coin flips with decaying probabilities. The 1909 dividing line showed up exactly where Borel said it would.

Noether's 1918 theorem holds to 14 decimals in a symplectic Kepler orbit