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Super Kai (Kazuya Ito)

I'm a web developer. Buy Me a Coffee: ko-fi.com/superkai SO: stackoverflow.com/users/3247006/super-kai-kazuya-ito X(Twitter): twitter.com/superkai_kazuya FB: facebook.com/superkai.kazuya

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OxfordIIITPet in PyTorch
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OxfordIIITPet in PyTorch

#python #pytorch #oxfordiiitpet #dataset
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5 min read
CIFAR100 in PyTorch
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CIFAR100 in PyTorch

#python #pytorch #cifar100 #dataset
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2 min read
CIFAR10 in PyTorch
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CIFAR10 in PyTorch

#python #pytorch #cifar10 #dataset
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2 min read
CelebA in PyTorch
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CelebA in PyTorch

#python #pytorch #celeba #dataset
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7 min read
Caltech256 in PyTorch
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Caltech256 in PyTorch

#python #pytorch #caltech256 #dataset
1
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2 min read
Caltech101 in PyTorch
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Caltech101 in PyTorch

#python #pytorch #caltech101 #dataset
1
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4 min read
FashionMNIST in PyTorch
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FashionMNIST in PyTorch

#python #pytorch #fashionmnist #dataset
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2 min read
MovingMNIST in PyTorch
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MovingMNIST in PyTorch

#python #pytorch #movingmnist #dataset
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4 min read
KMNIST in PyTorch
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KMNIST in PyTorch

#python #pytorch #kmnist #dataset
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2 min read
QMNIST in PyTorch
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QMNIST in PyTorch

#python #pytorch #qmnist #dataset
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3 min read
EMNIST in PyTorch
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EMNIST in PyTorch

#python #pytorch #emnist #dataset
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5 min read
MNIST in PyTorch
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MNIST in PyTorch

#python #pytorch #mnist #dataset
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2 min read
Datasets for Computer Vision (4)
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Datasets for Computer Vision (4)

#python #pytorch #dataset #computervision
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4 min read
Datasets for Computer Vision (3)
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Datasets for Computer Vision (3)

#python #pytorch #dataset #computervision
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3 min read
Datasets for Computer Vision (2)
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Datasets for Computer Vision (2)

#python #pytorch #dataset #computervision
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3 min read
Datasets for Computer Vision (1)
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Datasets for Computer Vision (1)

#python #pytorch #dataset #computervision
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5 min read
Batch, Mini-Batch & Stochastic Gradient Descent
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Batch, Mini-Batch & Stochastic Gradient Descent

#python #pytorch #batch #minibatch
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5 min read
Vanishing & Exploding Gradient Problem & Dying ReLU Problem
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Vanishing & Exploding Gradient Problem & Dying ReLU Problem

#python #pytorch #vanishing #exploding
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3 min read
Overfitting vs Underfitting
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Overfitting vs Underfitting

#python #pytorch #overfitting #underfitting
1
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3 min read
What is Computer Vision? (2)
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What is Computer Vision? (2)

#python #pytorch #computervision #deeplearning
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2 min read
What is Computer Vision? (1)
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What is Computer Vision? (1)

#python #pytorch #computervision #deeplearning
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2 min read
BCEWithLogitsLoss in PyTorch
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BCEWithLogitsLoss in PyTorch

#python #pytorch #bcewithlogitsloss #lossfunction
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4 min read
Unflatten in PyTorch
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Unflatten in PyTorch

#python #pytorch #unflatten #class
1
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4 min read
Flatten in PyTorch
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Flatten in PyTorch

#python #pytorch #flatten #class
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3 min read
isclose and equal in PyTorch
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isclose and equal in PyTorch

#python #pytorch #isclose #equal
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4 min read
eq and ne in PyTorch
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eq and ne in PyTorch

#python #pytorch #eq #ne
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4 min read
Warning Filter in Python
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Warning Filter in Python

#python #warningfilter #filterwarnings #simplefilter
1
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6 min read
Warning in Python
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Warning in Python

#python #warning #warningcategory #warn
1
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3 min read
Useful IPython magic commands
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Useful IPython magic commands

#python #ipython #magiccommand #useful
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4 min read
Clone a private repository with PAT from Github
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Clone a private repository with PAT from Github

#github #clone #private #repository
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2 min read
Clone a private repository with FGPAT from Github
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Clone a private repository with FGPAT from Github

#github #clone #private #repository
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2 min read
Load model in PyTorch
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Load model in PyTorch

#python #pytorch #load #model
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4 min read
Save model in PyTorch
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Save model in PyTorch

#python #pytorch #save #model
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4 min read
save() and load() in PyTorch
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save() and load() in PyTorch

#python #pytorch #save #load
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4 min read
Path.mkdir(parents, exist_ok) in Python
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Path.mkdir(parents, exist_ok) in Python

#python #mkdir #path #function
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2 min read
Batch Gradient Descent without `DataLoader()` in PyTorch
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Batch Gradient Descent without `DataLoader()` in PyTorch

#pytorch #batchgradientdescent #dataloader #shuffle
1
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4 min read
Batch, Mini-Batch & Stochastic Gradient Descent with `DataLoader()` in PyTorch
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Batch, Mini-Batch & Stochastic Gradient Descent with `DataLoader()` in PyTorch

#python #pytorch #batchgradientdescent #dataloadershuffle
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5 min read
Linear Regression in PyTorch
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Linear Regression in PyTorch

#python #pytorch #linearregression #model
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6 min read
DataLoader in PyTorch
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DataLoader in PyTorch

#python #pytorch #dataloader #dataset
1
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5 min read
Activation functions in PyTorch (5)
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Activation functions in PyTorch (5)

#python #pytorch #activationfunction #deeplearning
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4 min read
Activation functions in PyTorch (4)
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Activation functions in PyTorch (4)

#python #pytorch #activationfunction #deeplearning
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3 min read
Activation functions in PyTorch (3)
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Activation functions in PyTorch (3)

#python #pytorch #activationfunction #deeplearning
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3 min read
Activation functions in PyTorch (2)
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Activation functions in PyTorch (2)

#python #pytorch #activationfunction #deeplearning
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3 min read
Activation functions in PyTorch (1)
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Activation functions in PyTorch (1)

#python #pytorch #activationfunction #deeplearning
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3 min read
Loss functions in PyTorch
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Loss functions in PyTorch

#python #pytorch #lossfunction #deeplearning
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4 min read
Layers in PyTorch (2)
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Layers in PyTorch (2)

#python #pytorch #layer #deeplearning
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3 min read
Layers in PyTorch (1)
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Layers in PyTorch (1)

#python #pytorch #layer #deeplearning
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4 min read
Optimizers in PyTorch
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Optimizers in PyTorch

#python #pytorch #optimizer #gradientdescent
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4 min read
Adam in PyTorch
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Adam in PyTorch

#python #pytorch #adam #optimizer
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2 min read
RMSProp in PyTorch
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RMSProp in PyTorch

#python #pytorch #rmsprop #optimizer
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2 min read
SGD in PyTorch
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SGD in PyTorch

#python #pytorch #sgd #optimizer
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2 min read
Module in PyTorch
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Module in PyTorch

#python #pytorch #module #model
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4 min read
Transformer in PyTorch
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Transformer in PyTorch

#python #pytorch #transformerlayer #model
1
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8 min read
GRU in PyTorch
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GRU in PyTorch

#python #pytorch #gru #gatedrecurrentunitlayer
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6 min read
LSTM in PyTorch
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LSTM in PyTorch

#python #pytorch #lstm #longshorttermmemorylayer
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6 min read
RNN in PyTorch
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RNN in PyTorch

#python #pytorch #rnn #recurrentlayer
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5 min read
masked_select in PyTorch
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masked_select in PyTorch

#python #pytorch #maskedselect #function
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2 min read
index_select in PyTorch
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index_select in PyTorch

#python #pytorch #indexselect #function
Comments
3 min read
select in PyTorch
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select in PyTorch

#python #pytorch #select #function
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2 min read
linalg.matrix_norm in PyTorch
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linalg.matrix_norm in PyTorch

#python #pytorch #linalgmatrixnorm #regularization
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3 min read
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