List: Deep Learning | Curated by Aaweg I | Medium

Mar 18, 2024

31 stories

Deep Learning

Aaweg I

Intuition of Attention

KEEP IN TOUCH | THE GEN AI SERIES

Mar 12, 2024

Intuition of Attention

Mar 12, 2024

Aaweg I

Attention in Transformer Architectures — An Intuition

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Mar 12, 2024

Attention in Transformer Architectures — An Intuition

Mar 12, 2024

Aaweg I

Key, Query and Value in Transformer Architecture

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Mar 12, 2024

Key, Query and Value in Transformer Architecture

Mar 12, 2024

Aaweg I

Encoder Decoder Architecture

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Mar 12, 2024

Encoder Decoder Architecture

Mar 12, 2024

Aaweg I

LSTM — Long Short Term Memory

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Mar 13, 2024

LSTM — Long Short Term Memory

Mar 13, 2024

Aaweg I

Batch Normalization

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Mar 13, 2024

Batch Normalization

Mar 13, 2024

Aaweg I

Elements of a PyTorch Deep Learning Model (1)- Tensors, Autograd and Optimization

Explore the key elements of PyTorch deep learning models, including tensors, autograd for gradient computation, and optimization…

May 19, 2023

Elements of a PyTorch Deep Learning Model (1)- Tensors, Autograd and Optimization

May 19, 2023

Aaweg I

Dropouts in Neural Networks

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Mar 8, 2024

Dropouts in Neural Networks

Mar 8, 2024

Aaweg I

Sigmoid Activation Function — Drawbacks

(1) VANISHING GRADIENT: One of the major drawbacks of the sigmoid activation function is that it saturates at high and low input values…

Mar 10, 2024

Sigmoid Activation Function — Drawbacks

Mar 10, 2024

Aaweg I

Exploding / Vanishing Gradients

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Mar 10, 2024

Exploding / Vanishing Gradients

Mar 10, 2024

Aaweg I

Data Normalization in Neural Networks

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Mar 10, 2024

Data Normalization in Neural Networks

Mar 10, 2024

Aaweg I

Gradient Descent — A Non Mathematical But Comprehensive Introduction

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Mar 12, 2024

Gradient Descent — A Non Mathematical But Comprehensive Introduction

Mar 12, 2024

Aaweg I

Neural Networks — A Comprehensive Introductory Survey

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Mar 9, 2024

Neural Networks — A Comprehensive Introductory Survey

Mar 9, 2024

Aaweg I

How Does a Neural Network Learn?

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Mar 9, 2024

How Does a Neural Network Learn?

Mar 9, 2024

Aaweg I

Attention in Transformers

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Nov 27, 2023

Attention in Transformers

Nov 27, 2023

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Aaweg I

What Makes Transformers So Effective?

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Oct 6, 2023

What Makes Transformers So Effective?

Oct 6, 2023

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This story is no longer available

Aaweg I

Deep Learning: GELU (Gaussian Error Linear Unit) Activation Function

GELU stands for Gaussian Error Linear Unit. It was designed to address some of the limitations of ReLU, such as the “dying ReLU” problem…

Aug 24, 2023

Deep Learning: GELU (Gaussian Error Linear Unit) Activation Function

Aug 24, 2023

Aaweg I

Aaweg I

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