Last updated: Feb 7, 2022

PyTorch

This is a well-known library for machine learning and deep learning applications. Its packages and methods can also be applied to NLP and computer vision models. Supported by Facebook's research lab.

PyTorch Tensors

In this blog, we’ll learn and implement how to deal with the tensors using the PyTorch library.

Author Chaturvedi

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torch.nn Module in PyTorch EASY

This article will take you through the torch.nn module in PyTorch, its uses, and the implementation of various functions and methods present in it.

Author Prakriti

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Transfer Learning using PyTorch MEDIUM

In this blog, we will discuss scenarios in transfer learning and understand transfer learning using Pytorch with the help of an example.

Author Ayush Mishra

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LSTMs and Bi-LSTM in PyTorch MEDIUM

In this article, we will discuss the LSTM and Bi-LSTM along with its implementation. Then we will also discuss the difference between them.

Author lakshayhere

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Regression With PyTorch EASY

In this article, we will learn about linear regression and implement it with the help of PyTorch.

Author Mayank Goyal

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PyTorch API for Distributed Training HARD

In this article, you will learn about PyTorch API for Distributed Training, how PyTorch API is helpful, and distributed training example.

Author Muskan Sharma

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Generating Adversarial Examples using PyTorch MEDIUM

This article will take you through all the models and essential facts related to Adversarial Examples of PyTorch.

Author Lali Sharma

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Dog vs Cat Classifier using Pytorch MEDIUM

In this article, we will discuss the dog vs cat classifier along with its implementation, where the training and validation of data will be done.

Author lakshayhere

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How to Migrate from PyTorch to PyTorch Lightning HARD

In this blog, we will discuss How to migrate from PyTorch to PyTorch Lightning, including the pros and cons of Pytorch Lightning.

Author Aditya Gupta

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Exporting models for serving using TorchServe EASY

TorchServe is a PyTorch open-source model serving library. We will examine what are the phases that are needed to export a model for serving using TorchServe.

Author Vidhi Sareen

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ML Compilers in PyTorch

This article will teach us about ML Compilers in PyTorch. We will learn about PyTorch, compilers and their various kinds in PyTorch.

Author juhipathak

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Recurrent Neural Networks with PyTorch HARD

This article discusses the basic workings of a recurrent neural network and some of its drawbacks.

Author Abhinav Anand

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Introduction to TorchScript EASY

This article titled introduction to TorchScript contains all the required information and implementation about TorchScript.

Author Lali Sharma

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Converting PyTorch to TorchScript MEDIUM

In this blog, we will be discussing PyTorch and TorchScript in detail followed by how to convert PyTorch to TorchScript format.

Author Akanksha Burnwal

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How to Split a Torch Dataset MEDIUM

In this article, we will discuss Split Dataset, its splitting techniques and its handling mechanism.

Author Jagriti20

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Resnet in PyTorch MEDIUM

This article will teach about Resnet in PyTorch. We will also discuss the residual block, implementation, and comparison between Resnet and other CNN architectures.

Author Vidhi Sareen

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Transformers in PyTorch HARD

In this blog, we will be discussing transformers in PyTorch in detail along with its implementation using the Hugging Face library.

Author Akanksha Burnwal

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Quantization in Pytorch EASY

In this article, we will discuss quantization, need of quantization and its various PyTorch quantization Methods.

Author Jagriti20

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Pruning in PyTorch MEDIUM

This article will teach us about Pruning in PyTorch, neural networks, the need for Pruning, its types and benefits.

Author juhipathak

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Model Optimization in PyTorch MEDIUM

This article discusses the process of optimizing a deep learning model in PyTorch in detail.

Author Sohail Ali

1 upvote

Implement Deep Autoencoder in PyTorch MEDIUM

In this blog, we will discuss deep Autoencoder in PyTorch and implement the autoencoder in PyTorch.

Author Aditya_2bc4

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Torchaudio in PyTorch MEDIUM

This article will teach us about TorchAudio in PyTorch, exploring how we can visualize data along with its various applications and examples.

Author juhipathak

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