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PyTorch | Lesson #0 | From A to Z: MNIST Classifier
Шаг 1: Установка PyTorch Прежде чем мы начнем урок, убедитесь, что у вас установлен PyTorch. Лучший способ установки PyTorch –…
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Neural Network Dropout Implementation with Theory and PyTorch Code
Neural networks are a powerful tool for solving complex problems in machine learning. However, they can suffer from overfitting, where…
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Regularization Techniques in Neural Networks: L2 Regularization and Weight Decay – Theory and Implementation in PyTorch
Introduction: In this tutorial, we will discuss L2 regularization, also known as weight decay, in the context of neural networks….
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Creating a Machine Learning API with FastApi
Membuat Machine Learning API dengan FastApi Membuat Machine Learning API dengan FastApi FastApi adalah salah satu framework web yang digunakan…
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Introduction to Weight Initialization Techniques in PyTorch: A Beginner’s Tutorial and Quick Walkthrough
Weight Initialisation techniques in Pytorch Weight Initialisation techniques in Pytorch In neural networks, weight initialisation is an important process that…
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DETR Object Detection using AI, Pytorch, and Deep Learning for Object Detection
DETRE Object Detection DETRE Object Detection Object detection is a popular task in the field of artificial intelligence and deep…
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Basic Neural Network in JAX
Simple Neural Net in JAX Building a Simple Neural Net in JAX JAX is a numerical computing library that allows…
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Introduction to PyTorch Optimizers: A Beginner’s Tutorial with Quick Walkthrough
Optimizers in Pytorch: Quick Walkthrough Optimizers in Pytorch: Quick Walkthrough For beginners learning Pytorch, understanding optimizers is a crucial step…
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