ML First Principles
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Models
9 items under this folder.
Jun 23, 2026
Convolutional Neural Network
model
deep-learning
cnn
first-principles
suryansh.co
Jun 23, 2026
Decision Tree
model
classification
regression
tree
first-principles
suryansh.co
Jun 23, 2026
Gradient Boosting Tree
model
ensemble
boosting
first-principles
suryansh.co
Jun 23, 2026
Hidden Markov Model
model
probabilistic
sequential
first-principles
suryansh.co
Jun 23, 2026
Linear Discriminant Analysis
model
dimensionality-reduction
supervised
first-principles
suryansh.co
Jun 23, 2026
Linear Regression
model
regression
first-principles
suryansh.co
Jun 23, 2026
Naive Bayes
model
classification
probabilistic
first-principles
suryansh.co
Jun 23, 2026
Principal Component Analysis
model
dimensionality-reduction
unsupervised
first-principles
suryansh.co
Jun 23, 2026
Random Forest
model
ensemble
classification
regression
first-principles
suryansh.co