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Complete-Pytorch-with-Projects-Series-

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This repository contains everything you need to become proficient in PyTorch

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# Complete-Pytorch-with-Projects-Series-
This repository contains everything you need to become proficient in PyTorch

![pytorch-e1576624094357](https://user-images.githubusercontent.com/104568275/210083990-77b76bbc-ff30-492d-a9e3-20eb9d332a65.png)

Youtube for all the implemented projects and tech interview resources - [Ignito Youtube Channel](https://www.youtube.com/@ignito5917/about)

# Start here : [30 days of Pytorch with projects Series](https://medium.com/coders-mojo/30-days-of-pytorch-with-projects-series-737941e5aa4f?sk=d0ead140034be9f1fff27d059b525221)

# PyTorch Basics

[What is PyTorch?](https://medium.com/coders-mojo/implemented-pytorch-projects-f434f6faed4d?sk=baaae01f83ed39a9517d8ad58d8d9606)

[Install PyTorch](https://medium.com/coders-mojo/implemented-pytorch-projects-f434f6faed4d?sk=baaae01f83ed39a9517d8ad58d8d9606)

[PyTorch Packages](https://medium.com/coders-mojo/implemented-pytorch-projects-f434f6faed4d?sk=baaae01f83ed39a9517d8ad58d8d9606)

[Basics of PyTorch](https://medium.com/coders-mojo/implemented-pytorch-projects-f434f6faed4d?sk=baaae01f83ed39a9517d8ad58d8d9606)

[PyTorch vs. TensorFlow](https://medium.com/coders-mojo/implemented-pytorch-projects-f434f6faed4d?sk=baaae01f83ed39a9517d8ad58d8d9606)

[Loading Data](https://medium.com/coders-mojo/implemented-pytorch-projects-f434f6faed4d?sk=baaae01f83ed39a9517d8ad58d8d9606)

[Linear Regression](https://medium.com/coders-mojo/implemented-pytorch-projects-f434f6faed4d?sk=baaae01f83ed39a9517d8ad58d8d9606)

[Convolutional Neural Network](https://medium.com/coders-mojo/implemented-pytorch-projects-f434f6faed4d?sk=baaae01f83ed39a9517d8ad58d8d9606)

[Recurrent Neural Network](https://medium.com/coders-mojo/implemented-pytorch-projects-f434f6faed4d?sk=baaae01f83ed39a9517d8ad58d8d9606)

[Datasets](https://medium.com/coders-mojo/implemented-pytorch-projects-f434f6faed4d?sk=baaae01f83ed39a9517d8ad58d8d9606)

# Convents

[Introduction to Convents](https://medium.com/coders-mojo/implemented-pytorch-projects-f434f6faed4d?sk=baaae01f83ed39a9517d8ad58d8d9606)

[Training a Convent from Scratch](https://medium.com/coders-mojo/implemented-pytorch-projects-f434f6faed4d?sk=baaae01f83ed39a9517d8ad58d8d9606)

[Feature Extraction in Convents](https://medium.com/coders-mojo/implemented-pytorch-projects-f434f6faed4d?sk=baaae01f83ed39a9517d8ad58d8d9606)

[Visualization](https://medium.com/coders-mojo/implemented-pytorch-projects-f434f6faed4d?sk=baaae01f83ed39a9517d8ad58d8d9606)

[Sequence Processing](https://medium.com/coders-mojo/implemented-pytorch-projects-f434f6faed4d?sk=baaae01f83ed39a9517d8ad58d8d9606)

[Word Embedding](https://medium.com/coders-mojo/implemented-pytorch-projects-f434f6faed4d?sk=baaae01f83ed39a9517d8ad58d8d9606)

[Recursive Neural Networks](https://medium.com/coders-mojo/implemented-pytorch-projects-f434f6faed4d?sk=baaae01f83ed39a9517d8ad58d8d9606)

# Tensors

[Introduction to Tensors](https://medium.com/coders-mojo/implemented-pytorch-projects-f434f6faed4d?sk=baaae01f83ed39a9517d8ad58d8d9606)

[1D Tensor](https://medium.com/coders-mojo/implemented-pytorch-projects-f434f6faed4d?sk=baaae01f83ed39a9517d8ad58d8d9606)

[Vector Operation](https://medium.com/coders-mojo/implemented-pytorch-projects-f434f6faed4d?sk=baaae01f83ed39a9517d8ad58d8d9606)

[2D Tensor](https://medium.com/coders-mojo/implemented-pytorch-projects-f434f6faed4d?sk=baaae01f83ed39a9517d8ad58d8d9606)

[Gradient with PyTorch](https://medium.com/coders-mojo/implemented-pytorch-projects-f434f6faed4d?sk=baaae01f83ed39a9517d8ad58d8d9606)

# Linear Regression

[Introduction](https://medium.com/coders-mojo/implemented-pytorch-projects-f434f6faed4d?sk=baaae01f83ed39a9517d8ad58d8d9606)

[Gradient Descent](https://medium.com/coders-mojo/implemented-pytorch-projects-f434f6faed4d?sk=baaae01f83ed39a9517d8ad58d8d9606)

[Mean Squared](https://medium.com/coders-mojo/implemented-pytorch-projects-f434f6faed4d?sk=baaae01f83ed39a9517d8ad58d8d9606)

[Custom Module](https://medium.com/coders-mojo/implemented-pytorch-projects-f434f6faed4d?sk=baaae01f83ed39a9517d8ad58d8d9606)

[Loss Function](https://medium.com/coders-mojo/implemented-pytorch-projects-f434f6faed4d?sk=baaae01f83ed39a9517d8ad58d8d9606)

# Perceptron

[Introduction to Perceptron](https://medium.com/coders-mojo/implemented-pytorch-projects-f434f6faed4d?sk=baaae01f83ed39a9517d8ad58d8d9606)

[Create Dataset](https://medium.com/coders-mojo/implemented-pytorch-projects-f434f6faed4d?sk=baaae01f83ed39a9517d8ad58d8d9606)

[Model Setup](https://medium.com/coders-mojo/implemented-pytorch-projects-f434f6faed4d?sk=baaae01f83ed39a9517d8ad58d8d9606)

[Training](https://medium.com/coders-mojo/implemented-pytorch-projects-f434f6faed4d?sk=baaae01f83ed39a9517d8ad58d8d9606)

[Testing](https://medium.com/coders-mojo/implemented-pytorch-projects-f434f6faed4d?sk=baaae01f83ed39a9517d8ad58d8d9606)

# Deep Neural Network

[Architecture of DNN](https://medium.com/coders-mojo/implemented-pytorch-projects-f434f6faed4d?sk=baaae01f83ed39a9517d8ad58d8d9606)

[Implementation of DNN](https://medium.com/coders-mojo/implemented-pytorch-projects-f434f6faed4d?sk=baaae01f83ed39a9517d8ad58d8d9606)

[Testing of DNN model](https://medium.com/coders-mojo/implemented-pytorch-projects-f434f6faed4d?sk=baaae01f83ed39a9517d8ad58d8d9606)

[Feed Forward Process](https://medium.com/coders-mojo/implemented-pytorch-projects-f434f6faed4d?sk=baaae01f83ed39a9517d8ad58d8d9606)

[Backpropagation Process](https://medium.com/coders-mojo/implemented-pytorch-projects-f434f6faed4d?sk=baaae01f83ed39a9517d8ad58d8d9606)

# CNN

[CNN Introduction](https://medium.com/coders-mojo/implemented-pytorch-projects-f434f6faed4d?sk=baaae01f83ed39a9517d8ad58d8d9606)

[CNN Implementation](https://medium.com/coders-mojo/implemented-pytorch-projects-f434f6faed4d?sk=baaae01f83ed39a9517d8ad58d8d9606)

[Training of CNN](https://medium.com/coders-mojo/implemented-pytorch-projects-f434f6faed4d?sk=baaae01f83ed39a9517d8ad58d8d9606)

[Validation of CNN](https://medium.com/coders-mojo/implemented-pytorch-projects-f434f6faed4d?sk=baaae01f83ed39a9517d8ad58d8d9606)

[Testing of CNN](https://medium.com/coders-mojo/implemented-pytorch-projects-f434f6faed4d?sk=baaae01f83ed39a9517d8ad58d8d9606)

# PyTorch Projects (40)

[PyTorch projects repo](https://medium.com/coders-mojo/30-days-of-pytorch-with-projects-series-737941e5aa4f?sk=d0ead140034be9f1fff27d059b525221)

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