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Machine Learning From Zero
An educational machine learning library
9 hrs ago
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Tivadar Danka
23
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Machine Learning From Zero
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May 2024
Epsilons, no. 7: What is a kernel?
Unraveling the most overloaded term in mathematics
May 31
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Tivadar Danka
24
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Epsilons, no. 7: What is a kernel?
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Introduction to computational graphs
Laying the groundwork of our custom neural network framework
May 23
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Tivadar Danka
43
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Introduction to computational graphs
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Vectorization in practice
Making data structures do less, faster
May 14
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Tivadar Danka
35
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Vectorization in practice
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Understanding k-Nearest Neighbors
Show me your neighbors, I’ll tell you who you are
May 9
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Tivadar Danka
and
Levi
35
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Understanding k-Nearest Neighbors
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A reflection on The Palindrome's journey upon passing 15k subscribers
work it harder, make it better//do it faster, makes us stronger
May 6
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Tivadar Danka
31
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A reflection on The Palindrome's journey upon passing 15k subscribers
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Vectorization in theory
Making expressions do more, faster
May 1
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Tivadar Danka
45
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Vectorization in theory
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April 2024
Graphs and their drawings
Where graph theory and geometry meet, beauty and challenge arise
Apr 22
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Tivadar Danka
and
Alejandro Piad Morffis
16
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Graphs and their drawings
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Linear Regression and The Exploding Gradients
Even simple models can produce huge problems
Apr 17
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Tivadar Danka
4
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Linear Regression and The Exploding Gradients
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Min-Max Math, ep. 07: Sets, relations, and functions
Dots and arrows rule the world of mathematics
Apr 5
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Tivadar Danka
15
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Min-Max Math, ep. 07: Sets, relations, and functions
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March 2024
Linear regression in multiple variables
(finally) entering higher dimensions
Mar 5
•
Tivadar Danka
7
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Linear regression in multiple variables
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February 2024
The mathematics of optimization for deep learning
A brief guide to minimize a function with millions of variables
Feb 12
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Tivadar Danka
19
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The mathematics of optimization for deep learning
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