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.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
 
 

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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

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Deep Learning Tutorials using PyTorch.

Topics

anaconda numpy python36 deep-learning-tutorial pytorch-tutorials pytorch-deeplearning

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