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This repository is a collection of PyTorch code examples, covering beginner to advanced topics, and including implementation of CNN models from scratch.

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Albumentations for Data Augmentations
Albumentations for Data Augmentations
 
 
retrivers_elkhounds
retrivers_elkhounds
 
 
01_Complete Pytorch Tensor(Initializing Tensors, Math, Indexing, Reshaping).ipynb
01_Complete Pytorch Tensor(Initializing Tensors, Math, Indexing, Reshaping).ipynb
 
 
Custom_Datasets_for_Images_in_Pytorch.ipynb
Custom_Datasets_for_Images_in_Pytorch.ipynb
 
 
Data Augmentation using Torchvision.ipynb
Data Augmentation using Torchvision.ipynb
 
 
GoogleNet_InceptionNet_implementation_from_Scratch.ipynb
GoogleNet_InceptionNet_implementation_from_Scratch.ipynb
 
 
Imbalanced_Dataset_Handing_Pytorch.ipynb
Imbalanced_Dataset_Handing_Pytorch.ipynb
 
 
LeNet from Scratch.ipynb
LeNet from Scratch.ipynb
 
 
Neural_Style_Transfer.ipynb
Neural_Style_Transfer.ipynb
 
 
Pytorch CNN example.ipynb
Pytorch CNN example.ipynb
 
 
Pytorch Neural Network example.ipynb
Pytorch Neural Network example.ipynb
 
 
Pytorch_TensorBoard_Colab.ipynb
Pytorch_TensorBoard_Colab.ipynb
 
 
Pytorch_Transfer_Learning_and_Fine_Tuning.ipynb
Pytorch_Transfer_Learning_and_Fine_Tuning.ipynb
 
 
README.md
README.md
 
 
VGG_Architectures_from_Scratch.ipynb
VGG_Architectures_from_Scratch.ipynb
 
 

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Deep-Learning-with-PyTorch

I created this repository with the aim of enhancing my understanding of deep learning concepts using PyTorch. However, I believe that others who are interested in delving into this field can also benefit from the resources. From beginner to advanced levels, the topics covered in the repository offer a comprehensive guide to PyTorch, including the implementation of Convolutional Neural Networks from scratch.

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This repository is a collection of PyTorch code examples, covering beginner to advanced topics, and including implementation of CNN models from scratch.

Topics

pytorch tensorboard transfer-learning lenet-architecture imbalanced-data data-augumentation neural-style-transfer inceptionnet custom-dataset albumentations vgg-architecture

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