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Intuition
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Machine Learning
Yuki Shizuya
in
Intuition
Jul 5
Statistics and mathematics
Statistics: Time Series Analysis — Compilation of the fundamental concepts
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261
Yuki Shizuya
in
Intuition
Jun 7
Mathematics and Machine learning
Gentle introduction of Bayesian Linear Regression
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293
2 responses
Yuki Shizuya
in
Intuition
May 25
Understanding L1 and L2 regularization with analytical and probabilistic views
Derive L1 and L2…
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409
2 responses
Yuki Shizuya
in
Intuition
May 13
Mathematics for Machine learning
Gentle introduction of Continuous Optimization for machine learning
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35
Juan Vera
in
Intuition
Apr 15
Coding a Neuron
Building a simple logistic regression model from first principles
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10
Yuki Shizuya
in
Intuition
Apr 16
Machine Learning
Detailed Mathematical Derivation of EM algorithm
Detailed mathematical…
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54
Juan Vera
in
Intuition
Mar 11
A Neural Network with Pure NumPy
Here’s how to build a neural network to classify digits from the…
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179
1 response
Zackary Nay
in
Intuition
Feb 26
Pattern Representation
The Kernel Method: Solving Linear Inseparability
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1
Yuki Shizuya
in
Intuition
Jan 17
Computer Science
The mathematical and geographic understanding of Singular Value Decomposition(SVD)
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124
Yuki Shizuya
in
Intuition
Jan 8
Computer Science
Mathematical understanding of Principal Component Analysis
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253
