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The Derivatives of Computational Graphs
Forward-mode differentiation and its shortcomings
10 hrs ago
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Tivadar Danka
14
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The Derivatives of Computational Graphs
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Computational Graphs and the Forward Pass
Reverse-engineering the computational graph interface
May 23
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Tivadar Danka
13
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Computational Graphs and the Forward Pass
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The official preview of Mathematics of Machine Learning is here!
(plus a discount code)
May 20
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Tivadar Danka
17
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The official preview of Mathematics of Machine Learning is here!
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Computational Graphs as Neural Networks
Neural Networks From Scratch, Part II
May 19
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Tivadar Danka
14
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Computational Graphs as Neural Networks
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Visualizing mathematics with Nicolas Garcia Belmonte
Understanding mathematical concepts with visualization and programming
May 16
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Tivadar Danka
16
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Visualizing mathematics with Nicolas Garcia Belmonte
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Introduction to Computational Graphs
Neural Networks From Scratch, Part I
May 14
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Tivadar Danka
36
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Introduction to Computational Graphs
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4
The Camel Principle
What it is, how it works, and why it is essential
May 5
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Tivadar Danka
124
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The Camel Principle
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21
April 2025
Update: "Can Large Language Models replace mathematicians?" fixed!
Never using Substack's LaTeX blocks again (until they are fixed)
Apr 27
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Tivadar Danka
14
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Update: "Can Large Language Models replace mathematicians?" fixed!
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Can Large Language Models replace mathematicians?
Exploring the mathematical thinking of humans and LLMs
Apr 27
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Tivadar Danka
50
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Can Large Language Models replace mathematicians?
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8
Making AI cheaper, smaller, and faster
“When building applications with LLMs, we recommend finding the simplest solution possible, and only increasing complexity when needed.
Published on Almost Sure
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Apr 14
January 2025
Mathematics of Machine Learning official release announcement!
Yes, there will be a physical version
Jan 29
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Tivadar Danka
80
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Mathematics of Machine Learning official release announcement!
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10
November 2024
How to implement a decision tree
Beating neural networks one if-else condition at a time, part 2
Nov 8, 2024
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Tivadar Danka
26
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How to implement a decision tree
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