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Part-03 Tensorflow

DEV Community·Dolly Sharma·6 months ago
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📊 TensorFlow Computational Graph

🔹 What is a Computational Graph?

A computational graph is a directed graph used to represent mathematical computations.

Nodes (vertices) → Operations (like addition, multiplication, activation)

Edges → Tensors (data flowing between operations)

👉 Simple idea:

Graph = Operations + Data flow

🔹 Components of the Graph

1. Nodes (Operations / Ops)

Represent computations

Examples:

Matrix multiplication ( matmul )

Addition

Activation functions (ReLU, Sigmoid)

👉 They take tensors as input and produce tensors as output

2.…

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