PyTorch-DeepLearning

This repository contains the code for Deep Learning Tutorials using PyTorch.

Requirements

1. Python 3+

2. PyTorch 1.5

pip3 install torch torchvision

or

conda install pytorch -c pytorch
pip3 install torchvision

Linux/Mac OS/GPU supported Installation:

http://pytorch.org/

3. Anaconda [Latest Version] (optional)

4. Numpy [+ mkl for Windows]

pip3 install numpy

Name		Name	Last commit message	Last commit date
Latest commit History 69 Commits
.ipynb_checkpoints		.ipynb_checkpoints
AWS-Distributed-Training		AWS-Distributed-Training
PyTorch-TorchScript		PyTorch-TorchScript
ResNet		ResNet
SqueezeNet		SqueezeNet
Udacity PyTorch Course Exercises		Udacity PyTorch Course Exercises
data		data
dataset		dataset
saved_model		saved_model
Accessing_and_Editing_Model's_Intermediate_Layers.ipynb		Accessing_and_Editing_Model's_Intermediate_Layers.ipynb
Activation-Functions.ipynb		Activation-Functions.ipynb
Basic-Neural-Network.ipynb		Basic-Neural-Network.ipynb
Basics-PyTorch-0.4.ipynb		Basics-PyTorch-0.4.ipynb
Basics.ipynb		Basics.ipynb
Batch-Data-Loading.ipynb		Batch-Data-Loading.ipynb
CIFAR-10 Classification.ipynb		CIFAR-10 Classification.ipynb
Convolutional-Neural-Networks.ipynb		Convolutional-Neural-Networks.ipynb
DNN.ipynb		DNN.ipynb
Denoising_Dirty_Documents.ipynb		Denoising_Dirty_Documents.ipynb
Linear-Regression-GPU.ipynb		Linear-Regression-GPU.ipynb
Linear-Regression.ipynb		Linear-Regression.ipynb
LinearRegression.ipynb		LinearRegression.ipynb
Logistic-Regression.ipynb		Logistic-Regression.ipynb
ML_Model_Pruning_PyTorch.ipynb		ML_Model_Pruning_PyTorch.ipynb
Name_Language_Classification.ipynb		Name_Language_Classification.ipynb
Numpy-to-PyTorch-Bridge.ipynb		Numpy-to-PyTorch-Bridge.ipynb
Perceptron.ipynb		Perceptron.ipynb
PyTorch_Basics.ipynb		PyTorch_Basics.ipynb
README.md		README.md
RNN_Text_Sentiment_Analysis.ipynb		RNN_Text_Sentiment_Analysis.ipynb
ResNet_PyTorch.ipynb		ResNet_PyTorch.ipynb
Tensor-Operations.ipynb		Tensor-Operations.ipynb
Types-of-Conv-Layers.ipynb		Types-of-Conv-Layers.ipynb
Variables-and-Gradients.ipynb		Variables-and-Gradients.ipynb

anujdutt9/PyTorch-DeepLearning

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