GitHub - tanvirnwu/PyTorch--Python: A repository of Jupyter notebooks showcasing a range of PyTorch applications, from foundational concepts and linear regression to neural network models for image classification tasks.

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PyTorch--Python

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A repository of Jupyter notebooks showcasing a range of PyTorch applications, from foundational concepts and linear regression to neural network models for image classification tasks.

cnn foundation fundamentals gradient-descent linear-regression neural-network python pytorch pytorch-cnn pytorch-deeplearning pytorch-implementation pytorch-tutorial

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A repository of Jupyter notebooks showcasing a range of PyTorch applications, from foundational concepts and linear regression to neural network models for image classification tasks.

cnn foundation fundamentals gradient-descent linear-regression neural-network python pytorch pytorch-cnn pytorch-deeplearning pytorch-implementation pytorch-tutorial

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Name		Name	Last commit message	Last commit date
.gitignore		.gitignore
Adding Raindrop to Images.ipynb		Adding Raindrop to Images.ipynb
Batch Dataset Loader in PyTorch.ipynb		Batch Dataset Loader in PyTorch.ipynb
Cats vs Dogs Classification using EfficientNet 95% Accuracy.ipynb		Cats vs Dogs Classification using EfficientNet 95% Accuracy.ipynb
Change Image Names.ipynb		Change Image Names.ipynb
Computer Vision with CNN in PyTorch.ipynb		Computer Vision with CNN in PyTorch.ipynb
Data Transformation.ipynb		Data Transformation.ipynb
Foundation_of_PyTorch.ipynb		Foundation_of_PyTorch.ipynb
Fundamental_Workflow_of_PyTorch.ipynb		Fundamental_Workflow_of_PyTorch.ipynb
Gradient Descent (Autograd & Backpropagation).ipynb		Gradient Descent (Autograd & Backpropagation).ipynb
Linear Regression Manually.ipynb		Linear Regression Manually.ipynb
Linear Regression with PyTroch.ipynb		Linear Regression with PyTroch.ipynb
Logistic Regression.ipynb		Logistic Regression.ipynb
Mastering PyTorch Tensors Fundamentals to Advance Guide.ipynb		Mastering PyTorch Tensors Fundamentals to Advance Guide.ipynb
Normal Image to Hazy Image Conversion .ipynb		Normal Image to Hazy Image Conversion .ipynb
Road Sign Detection Enhancing-Model Performance with Batch Normalization and Data Augmentation.ipynb		Road Sign Detection Enhancing-Model Performance with Batch Normalization and Data Augmentation.ipynb
Saving and Loading PyTorch Models A Comprehensive.ipynb		Saving and Loading PyTorch Models A Comprehensive.ipynb
Sequential_Model_Example.ipynb		Sequential_Model_Example.ipynb
SoftMax and Cross Entropy Loss.ipynb		SoftMax and Cross Entropy Loss.ipynb
Tensor & Torch AutoGrad.ipynb		Tensor & Torch AutoGrad.ipynb

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