Epoch vs Iteration when training neural networks [closed]
machinelearning
neuralnetwork
deeplearning
artificialintelligence
terminology


What is the difference between 'SAME' and 'VALID' padding in tf.nn.max_pool of tensorflow?
python
tensorflow
deeplearning


Understanding Keras LSTMs
python
deeplearning
keras
lstm


What is the meaning of the word logits in TensorFlow? [duplicate]
tensorflow
machinelearning
neuralnetwork
deeplearning
crossentropy


Keras input explanation: input_shape, units, batch_size, dim, etc
neuralnetwork
deeplearning
keras
keraslayer
tensor


How do I save a trained model in PyTorch? [closed]
python
serialization
deeplearning
pytorch
tensor


How to interpret loss and accuracy for a machine learning model [closed]
machinelearning
neuralnetwork
mathematicaloptimization
deeplearning
objectivefunction


Why do we need to call zero_grad() in PyTorch?
python
neuralnetwork
deeplearning
pytorch
gradientdescent


How to initialize weights in PyTorch?
python
machinelearning
deeplearning
neuralnetwork
pytorch


Keras, How to get the output of each layer?
python
tensorflow
deeplearning
keras


Why binary_crossentropy and categorical_crossentropy give different performances for the same problem?
machinelearning
keras
neuralnetwork
deeplearning
convneuralnetwork


Why must a nonlinear activation function be used in a backpropagation neural network? [closed]
math
machinelearning
neuralnetwork
deeplearning


Intuitive understanding of 1D, 2D, and 3D convolutions in convolutional neural networks [closed]
machinelearning
deeplearning
signalprocessing
convneuralnetwork
convolution


What does tf.nn.embedding_lookup function do?
python
tensorflow
deeplearning
wordembedding
naturallanguageprocessing


What is the role of "Flatten" in Keras?
machinelearning
tensorflow
neuralnetwork
deeplearning
keras


What does model.eval() do in pytorch?
python
machinelearning
deeplearning
pytorch


What is the use of verbose in Keras while validating the model?
python
deeplearning
keras
verbose


Why do we "pack" the sequences in PyTorch?
deeplearning
pytorch
recurrentneuralnetwork
tensor
zeropadding


Many to one and many to many LSTM examples in Keras
machinelearning
neuralnetwork
deeplearning
keras
recurrentneuralnetwork


Check the total number of parameters in a PyTorch model
deeplearning
pytorch


Keras split train test set when using ImageDataGenerator
tensorflow
keras
deeplearning
traintestsplit


How to unpack pkl file?
python
pickle
deeplearning
mnist


How to apply gradient clipping in TensorFlow?
python
tensorflow
machinelearning
keras
deeplearning


How to fix RuntimeError "Expected object of scalar type Float but got scalar type Double for argument"?
python
neuralnetwork
deeplearning
classification
pytorch


Which parameters should be used for early stopping?
python
keras
deeplearning
convneuralnetwork


Common causes of nans during training of neural networks
machinelearning
neuralnetwork
deeplearning
caffe
gradientdescent


multilayer perceptron (MLP) architecture: criteria for choosing number of hidden layers and size of the hidden layer? [closed]
machinelearning
neuralnetwork
deeplearning
perceptron


What is the role of TimeDistributed layer in Keras?
python
machinelearning
keras
neuralnetwork
deeplearning


keras: how to save the training history attribute of the history object
python
machinelearning
neuralnetwork
deeplearning
keras


What does global_step mean in Tensorflow?
tensorflow
deeplearning


Keras, how do I predict after I trained a model?
python
theano
deeplearning
keras


Using a pretrained word embedding (word2vec or Glove) in TensorFlow
python
numpy
tensorflow
deeplearning


What is the intuition of using tanh in LSTM? [closed]
machinelearning
deeplearning
lstm
recurrentneuralnetwork
activationfunction


How to add regularizations in TensorFlow?
python
neuralnetwork
tensorflow
deeplearning


how to format the image data for training/prediction when images are different in size?
deeplearning


How do I split a custom dataset into training and test datasets?
python
deeplearning
pytorch


How big should batch size and number of epochs be when fitting a model?
python
machinelearning
deeplearning


What's the difference between "hidden" and "output" in PyTorch LSTM?
deeplearning
pytorch
lstm
recurrentneuralnetwork
tensor


How to assign a value to a TensorFlow variable?
python
tensorflow
neuralnetwork
deeplearning
variableassignment


How to stack multiple lstm in keras?
tensorflow
deeplearning
keras
lstm
keraslayer


How to avoid "CUDA out of memory" in PyTorch
python
deeplearning
pytorch
objectdetection
lowmemory


Batch Normalization in Convolutional Neural Network
machinelearning
computervision
deeplearning
convneuralnetwork
batchnormalization


Does Any one got "AttributeError: 'str' object has no attribute 'decode' " , while Loading a Keras Saved Model
python
machinelearning
keras
deeplearning


What is the difference between sparse_categorical_crossentropy and categorical_crossentropy?
python
tensorflow
machinelearning
keras
deeplearning


How to calculate the number of parameters for convolutional neural network?
neuralnetwork
deeplearning
convneuralnetwork
lasagne
nolearn


Estimating the number of neurons and number of layers of an artificial neural network [closed]
machinelearning
neuralnetwork
deeplearning
artificialintelligence


Gradient Descent vs Adagrad vs Momentum in TensorFlow
tensorflow
deeplearning


How to do gradient clipping in pytorch?
python
machinelearning
deeplearning
pytorch
gradientdescent


What is the difference between loss function and metric in Keras? [duplicate]
machinelearning
neuralnetwork
deeplearning
keras


Error when checking model input: expected convolution2d_input_1 to have 4 dimensions, but got array with shape (32, 32, 3)
deeplearning
keras
keraslayer


How does the "number of workers" parameter in PyTorch dataloader actually work?
python
memorymanagement
deeplearning
pytorch
ram


Neural network always predicts the same class
python3.x
numpy
neuralnetwork
deeplearning
gradientdescent


Keras model.summary() object to string
python
tensorflow
machinelearning
keras
deeplearning


PyTorch: How to change the learning rate of an optimizer at any given moment (no LR schedule)
python
optimization
neuralnetwork
deeplearning
pytorch


How to import keras from tf.keras in Tensorflow?
python
tensorflow
deeplearning
keras


Keras  Difference between categorical_accuracy and sparse_categorical_accuracy
python
tensorflow
machinelearning
keras
deeplearning


How to return history of validation loss in Keras
python
neuralnetwork
nlp
deeplearning
keras


How does keras handle multiple losses?
deeplearning
keras
backpropagation
lossfunction


Tensorflow: None of the MLIR optimization passes are enabled (registered 1)
python
tensorflow
keras
deeplearning


TensorFlow  regularization with L2 loss, how to apply to all weights, not just last one?
machinelearning
neuralnetwork
tensorflow
deeplearning
regularized


Calculate the output size in convolution layer [closed]
machinelearning
deeplearning
pytorch
convneuralnetwork


Dimension of shape in conv1D
python
tensorflow
keras
deeplearning
convneuralnetwork


How can I use a pretrained neural network with grayscale images?
python
tensorflow
machinelearning
keras
deeplearning


OpenCL / AMD: Deep Learning [closed]
sdk
opencl
neuralnetwork
gpgpu
deeplearning


2D convolution as a matrixmatrix multiplication [closed]
neuralnetwork
deeplearning
convneuralnetwork
matrixmultiplication
convolution


Unbalanced data and weighted cross entropy
python
machinelearning
tensorflow
deeplearning


Keras Text Preprocessing  Saving Tokenizer object to file for scoring
machinelearning
neuralnetwork
nlp
deeplearning
keras


How to find Number of parameters of a keras model?
deeplearning
keras


Keras ValueError: Input 0 is incompatible with layer conv2d_1: expected ndim=4, found ndim=5
python
tensorflow
deeplearning
keras
convneuralnetwork


How to set layerwise learning rate in Tensorflow?
python
deeplearning
tensorflow


Pytorch: nn.Dropout vs. F.dropout
python
deeplearning
neuralnetwork
pytorch
dropout


How to use return_sequences option and TimeDistributed layer in Keras?
deeplearning
keras
lstm
recurrentneuralnetwork


How to append data to one specific dataset in a hdf5 file with h5py
python
numpy
deeplearning
hdf5
h5py


How to make a custom activation function with only Python in Tensorflow?
python
tensorflow
neuralnetwork
deeplearning
activationfunction


Saving best model in keras
python
keras
deeplearning
neuralnetwork


How can visualize tensorflow convolution filters?
tensorflow
deeplearning


How to get reproducible result when running Keras with Tensorflow backend
tensorflow
deeplearning
keras
lstm


Data augmentation techniques for general datasets?
matlab
deeplearning


pytorch skip connection in a sequential model
python
deeplearning
convneuralnetwork
pytorch
sequential


Why does word2Vec use cosine similarity?
nlp
deeplearning
word2vec


Export Tensorflow graphs from Python for use in C++
python
c++
export
tensorflow
deeplearning


Batch normalization with 3D convolutions in TensorFlow
python
machinelearning
tensorflow
deeplearning
batchnormalization


How to locate multiple objects in the same image?
tensorflow
machinelearning
deeplearning
imagerecognition


How to set parameters in keras to be nontrainable?
python
keras
deeplearning


How to get the location of all text present in an image using OpenCV?
python
opencv
machinelearning
imageprocessing
deeplearning


SVM versus MLP (Neural Network): compared by performance and prediction accuracy
machinelearning
neuralnetwork
deeplearning
svm


what does padding_idx do in nn.embeddings()
python
deeplearning
nlp
pytorch
recurrentneuralnetwork


tensorflow: difference between multi GPUs and distributed tensorflow
tensorflow
deeplearning


Heroku: deploying Deep Learning model
python
tensorflow
heroku
keras
deeplearning


How to feed caffe multi label data in HDF5 format?
python
neuralnetwork
deeplearning
caffe


Finding mean and standard deviation across image channels PyTorch
python
deeplearning
pytorch
mean
standarddeviation


Difference between ivector and dvector
neuralnetwork
artificialintelligence
speechrecognition
deeplearning


Keras  Save image embedding of the mnist data set
python
deeplearning
keras
tensorboard
mnist


tflearn / tensorflow does not learn xor
python
machinelearning
tensorflow
deeplearning


How do I plot a Keras/Tensorflow subclassing API model?
python
tensorflow
plot
keras
deeplearning


What is the difference between concatenate and add in keras?
tensorflow
keras
deeplearning


Output multiple losses added by add_loss in Keras
python
tensorflow
keras
deeplearning
multipleoutputs


GPU only being used 15% Tensorflowgpu and Keras
python
deeplearning
keras
spyder
tensorflowgpu


Validation and Testing accuracy widely different
machinelearning
deeplearning
crossvalidation
trainingdata
kaggle


How can I download and skip VGG weights that have no counterpart with my CNN in Keras?
python
machinelearning
deeplearning
keras
pytorch

