PyTorch

But What A Neural Network Learns Actually: Neural Network Architecture for Iris Data Set

Artificial Intelligence, Machine Learning, PyTorch, Research and Development /

 Neural Network Architecture for Iris Dataset Author: Bindeshwar Singh Kushwaha Institution: PosstNetwork Academy  Outline Iris Dataset Overview Neural Network Architecture Mathematical Formulation Code Walkthrough Live Loss Plot Evaluation and Summary  Sample from Iris Dataset Sepal Length Sepal Width Petal Length Petal Width Class 5.1 3.5 1.4 0.2 Setosa 6.2 2.9 4.3 1.3 Versicolor 5.9 3.0 […]

But What A Neural Network Learns Actually: Neural Network Architecture for Iris Data Set Read More »

Matrix Operations with PyTorch | Learn Linear Algebra with Code

Artificial Intelligence, Generative A. I., Linear Algebra, Machine Learning, Mathematics, Python, PyTorch /

Matrix Operations with PyTorch Author: Bindeshwar Singh Kushwaha Institute: PostNetwork Academy Matrix Addition and Scalar Multiplication Matrix Addition: We add corresponding elements of the same-sized matrices: \( A + B = [a_{ij} + b_{ij}] \) Scalar Multiplication: Multiply each element of the matrix by the scalar value: \( kA = [k \cdot a_{ij}] \) Example:

Matrix Operations with PyTorch | Learn Linear Algebra with Code Read More »

Tensors in Pytorch

Understanding PyTorch: Tensors, Vectors, and Matrices

PyTorch /

Understanding PyTorch: Tensors, Vectors, and Matrices By: Bindeshwar Singh Kushwaha Institute: PostNetwork Academy What is PyTorch? PyTorch is an open-source deep learning framework. It supports dynamic computation graphs. Designed to be Pythonic and flexible. Commonly used for research and production in AI/ML. Types of Tensors A scalar is a 0-dimensional tensor. A vector is a

Understanding PyTorch: Tensors, Vectors, and Matrices Read More »

©Postnetwork-All rights reserved.