├── LICENSE ├── Notebook ├── Section 1 - Introduction to PyTorch-v2-soln.ipynb ├── Section 1 - Introduction to PyTorch-v2.ipynb ├── Section 2 - Feedforward Neural Network_v2c.ipynb ├── Section 3 - Practical Aspects of Building Deep Learning Models-v3.ipynb ├── Section 3 - Practical Aspects of Building Deep Learning Models-v3_soln.ipynb ├── Section 4 - CNN Example.ipynb ├── Section 5 - RNN and NLP - Car Example v3b.ipynb ├── Section 5 - RNN and NLP v2-experiment2.ipynb ├── Section 6 - RNN for TSA Example - v2.ipynb └── data │ ├── section5 │ ├── cache │ │ ├── testing.csv │ │ └── training.csv │ └── car_review.csv │ └── section6 │ ├── series1_Xtrain.csv │ └── series1_ytrain.csv └── README.md /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Practical-Deep-Learning-with-PyTorch/HEAD/LICENSE -------------------------------------------------------------------------------- /Notebook/Section 1 - Introduction to PyTorch-v2-soln.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Practical-Deep-Learning-with-PyTorch/HEAD/Notebook/Section 1 - Introduction to PyTorch-v2-soln.ipynb -------------------------------------------------------------------------------- /Notebook/Section 1 - Introduction to PyTorch-v2.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Practical-Deep-Learning-with-PyTorch/HEAD/Notebook/Section 1 - Introduction to PyTorch-v2.ipynb -------------------------------------------------------------------------------- /Notebook/Section 2 - Feedforward Neural Network_v2c.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Practical-Deep-Learning-with-PyTorch/HEAD/Notebook/Section 2 - Feedforward Neural Network_v2c.ipynb -------------------------------------------------------------------------------- /Notebook/Section 3 - Practical Aspects of Building Deep Learning Models-v3.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Practical-Deep-Learning-with-PyTorch/HEAD/Notebook/Section 3 - Practical Aspects of Building Deep Learning Models-v3.ipynb -------------------------------------------------------------------------------- /Notebook/Section 3 - Practical Aspects of Building Deep Learning Models-v3_soln.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Practical-Deep-Learning-with-PyTorch/HEAD/Notebook/Section 3 - Practical Aspects of Building Deep Learning Models-v3_soln.ipynb -------------------------------------------------------------------------------- /Notebook/Section 4 - CNN Example.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Practical-Deep-Learning-with-PyTorch/HEAD/Notebook/Section 4 - CNN Example.ipynb -------------------------------------------------------------------------------- /Notebook/Section 5 - RNN and NLP - Car Example v3b.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Practical-Deep-Learning-with-PyTorch/HEAD/Notebook/Section 5 - RNN and NLP - Car Example v3b.ipynb -------------------------------------------------------------------------------- /Notebook/Section 5 - RNN and NLP v2-experiment2.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Practical-Deep-Learning-with-PyTorch/HEAD/Notebook/Section 5 - RNN and NLP v2-experiment2.ipynb -------------------------------------------------------------------------------- /Notebook/Section 6 - RNN for TSA Example - v2.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Practical-Deep-Learning-with-PyTorch/HEAD/Notebook/Section 6 - RNN for TSA Example - v2.ipynb -------------------------------------------------------------------------------- /Notebook/data/section5/cache/testing.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Practical-Deep-Learning-with-PyTorch/HEAD/Notebook/data/section5/cache/testing.csv -------------------------------------------------------------------------------- /Notebook/data/section5/cache/training.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Practical-Deep-Learning-with-PyTorch/HEAD/Notebook/data/section5/cache/training.csv -------------------------------------------------------------------------------- /Notebook/data/section5/car_review.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Practical-Deep-Learning-with-PyTorch/HEAD/Notebook/data/section5/car_review.csv -------------------------------------------------------------------------------- /Notebook/data/section6/series1_Xtrain.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Practical-Deep-Learning-with-PyTorch/HEAD/Notebook/data/section6/series1_Xtrain.csv -------------------------------------------------------------------------------- /Notebook/data/section6/series1_ytrain.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Practical-Deep-Learning-with-PyTorch/HEAD/Notebook/data/section6/series1_ytrain.csv -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Practical-Deep-Learning-with-PyTorch/HEAD/README.md --------------------------------------------------------------------------------