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Showing posts with the label Machine Learning

Why The Model Is Training On Only 1875 Training Set Images If There Are 60000 Images In The Mnist Dataset?

I am trying to create a simple CNN to classify images in MNIST dataset. The model achieved an accep… Read more Why The Model Is Training On Only 1875 Training Set Images If There Are 60000 Images In The Mnist Dataset?

Performing 1d Convolution Using 2d Kernel In Keras

I am currently working on a CNN network, in which i want to apply a 2d kernel on a image, but it on… Read more Performing 1d Convolution Using 2d Kernel In Keras

Pytorch: How Can I Find Indices Of First Nonzero Element In Each Row Of A 2d Tensor?

I have a 2D tensor with some nonzero element in each row like this: import torch tmp = torch.tensor… Read more Pytorch: How Can I Find Indices Of First Nonzero Element In Each Row Of A 2d Tensor?

How To Determine The Learning Rate And The Variance In A Gradient Descent Algorithm?

I started to learn the machine learning last week. when I want to make a gradient descent script to… Read more How To Determine The Learning Rate And The Variance In A Gradient Descent Algorithm?

Why Is It In Pytorch When I Make A Copy Of A Network's Weight It Would Be Automatically Updated After Back-propagation?

I wrote the following code as a test because in my original network I use a ModuleDict and depends … Read more Why Is It In Pytorch When I Make A Copy Of A Network's Weight It Would Be Automatically Updated After Back-propagation?

Parametererror: Audio Buffer Is Not Finite Everywhere

While using the following code on one of the sound files of Urban Sound Dataset, s, r = librosa.loa… Read more Parametererror: Audio Buffer Is Not Finite Everywhere

Cross_val_score Is Not Working With Roc_auc And Multiclass

What I want to do: I wish to compute a cross_val_score using roc_auc on a multiclass problem What I… Read more Cross_val_score Is Not Working With Roc_auc And Multiclass

Setup.py Egg_info Error Code 3221225477

I've been trying to install IMGAUG package for an ML project. But the installation gets stuck w… Read more Setup.py Egg_info Error Code 3221225477