├── .gitignore ├── Building a simple NN.ipynb ├── Derivatives with PyTorch.ipynb ├── LICENSE ├── NN class building.ipynb ├── README.md ├── Tensor basics - Matrix (2-D) operations.ipynb ├── Tensor basics - creation and conversion.ipynb ├── Tensor basics - indexing and slicing.ipynb ├── Tensor basics - vector (1-D) operations.ipynb └── images ├── NN-1.PNG ├── NN-2.PNG ├── Readme.md └── five-step-process.png /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tirthajyoti/PyTorch_Machine_Learning/HEAD/.gitignore -------------------------------------------------------------------------------- /Building a simple NN.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tirthajyoti/PyTorch_Machine_Learning/HEAD/Building a simple NN.ipynb -------------------------------------------------------------------------------- /Derivatives with PyTorch.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tirthajyoti/PyTorch_Machine_Learning/HEAD/Derivatives with PyTorch.ipynb -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tirthajyoti/PyTorch_Machine_Learning/HEAD/LICENSE -------------------------------------------------------------------------------- /NN class building.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tirthajyoti/PyTorch_Machine_Learning/HEAD/NN class building.ipynb -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tirthajyoti/PyTorch_Machine_Learning/HEAD/README.md -------------------------------------------------------------------------------- /Tensor basics - Matrix (2-D) operations.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tirthajyoti/PyTorch_Machine_Learning/HEAD/Tensor basics - Matrix (2-D) operations.ipynb -------------------------------------------------------------------------------- /Tensor basics - creation and conversion.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tirthajyoti/PyTorch_Machine_Learning/HEAD/Tensor basics - creation and conversion.ipynb -------------------------------------------------------------------------------- /Tensor basics - indexing and slicing.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tirthajyoti/PyTorch_Machine_Learning/HEAD/Tensor basics - indexing and slicing.ipynb -------------------------------------------------------------------------------- /Tensor basics - vector (1-D) operations.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tirthajyoti/PyTorch_Machine_Learning/HEAD/Tensor basics - vector (1-D) operations.ipynb -------------------------------------------------------------------------------- /images/NN-1.PNG: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tirthajyoti/PyTorch_Machine_Learning/HEAD/images/NN-1.PNG -------------------------------------------------------------------------------- /images/NN-2.PNG: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tirthajyoti/PyTorch_Machine_Learning/HEAD/images/NN-2.PNG -------------------------------------------------------------------------------- /images/Readme.md: -------------------------------------------------------------------------------- 1 | ### Images 2 | -------------------------------------------------------------------------------- /images/five-step-process.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tirthajyoti/PyTorch_Machine_Learning/HEAD/images/five-step-process.png --------------------------------------------------------------------------------