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📂-Areas/Data-Science

28 items under this folder.

Nov 20, 2024
PCA
Nov 20, 2024
T-SNE
Nov 20, 2024
UMAP
Nov 20, 2024
VAE
Nov 17, 2024
Gated Recurrent Unit (GRU)
Nov 17, 2024
Recurrent Neural Network
Nov 17, 2024
Gradient Clipping
Nov 17, 2024
Vanishing and Exploding Gradient Problem
Nov 17, 2024
Long Short-Term Memory (LSTM)
Nov 17, 2024
Dropout
Nov 17, 2024
Batch Normalization
Nov 17, 2024
BFGS
Nov 17, 2024
Local Minima Are Rare in Higher Dimensions
Nov 17, 2024
Early Stopping
Nov 17, 2024
Regularization
Nov 17, 2024
Stochastic Gradient Descent (SGD)
Nov 17, 2024
Backpropagation Algorithm
Nov 17, 2024
ReLU Activation Function
Nov 17, 2024
Universal Approximation Theorem
Nov 17, 2024
Softmax Function
Nov 17, 2024
Logistic Regression
Nov 17, 2024
Softmax Regression
Nov 17, 2024
Bayesian Estimation
Nov 17, 2024
VC Dimension
Nov 17, 2024
Lasso Regression
Nov 17, 2024
Linear Regression
Nov 17, 2024
Ridge Regression
Nov 17, 2024
Sigmoid Function

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