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Under recurrent-neural-networks/char-rnn/Character_Level_RNN_Solution.ipynb: The CharRNN design is using a LSTM layer that is uni-directional however with a fully connected on top of the output sequence, ...
  • barimani
  • Opened 
    on Sep 10, 2023
  • #418

to get total average valid loss you divide by len(valid_loader) but for avaerage test loss you divide by len(test_loader.dataset). This does not seems correct. And also you are multiplying the loss with ...
  • guth0b
  • 1
  • Opened 
    on Jun 7, 2023
  • #415

I took it a long time ago and we used Keras and TF but I want to learn Pytorch now. Are the videos and curriculum mostly the same, just implementation is in Pytorch?
  • nyck33
  • 1
  • Opened 
    on May 16, 2023
  • #414

Why you multiply the sigmoid_prime(x) by x? You defined backpropagation error as (𝑦−𝑦̂)𝜎′(𝑥) in the notebook: Your solution: def error_term_formula(x, y, output): # for binary cross entropy loss ...
  • scmanjarrez
  • Opened 
    on Feb 28, 2023
  • #409

hey I m learning nano degree intro-to-pytorch part. I notice some small problem in file Part 2 - Neural Networks in PyTorch (Exercises)-chinese.ipynb but didn t find it in the repo. Is there anyway I can ...
  • sugarmango66
  • Opened 
    on Nov 23, 2022
  • #407

[ Bike-sharing-dataset answer.zip ](url) image img width= 636 alt= 捕获 src= https://user-images.githubusercontent.com/113438527/189894317-a9495d2c-7b8f-40aa-a1c1-33701f25815c.PNG
  • xynmcj
  • Opened 
    on Sep 13, 2022
  • #404

trying to run the jupyter notebook, the kernel dies usually when matplotlib functions are called. have tried several suggested workarounds, issue remains.
  • jagja
  • 2
  • Opened 
    on Jul 31, 2022
  • #403

Have a typo on the code. On the part of #calculate and print avg test loss Don t exist the variable classes , looks that should be class_total instead. On for loop / else condition. Now it s: print( ...
  • felipeLx
  • Opened 
    on Jul 3, 2022
  • #400

Hi, In code https://github.com/udacity/deep-learning-v2-pytorch/blob/master/convolutional-neural-networks/mnist-mlp/mnist_mlp_solution_with_validation.ipynb when we do validation and test result we should ...
  • PavelAgurov
  • Opened 
    on Jun 27, 2022
  • #399

I am trying two different images and I am getting this error, this is the size of the two images after loading them: torch.Size([1, 3, 400, 444]) torch.Size([1, 3, 400, 444])
  • HamdiTarek
  • 1
  • Opened 
    on Mar 7, 2022
  • #396
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