All Deep Learning Solutions on Gang of Coders

Total of 83 Deep Learning Solutions

How to make a custom activation function with only Python in Tensorflow?

Python Tensorflow Neural Network Deep Learning Activation Function

Best way to save a trained model in PyTorch?

Python Serialization Deep Learning Pytorch Tensor

What is the purpose of tf.global_variables_initializer?

Tensorflow Deep Learning

CBOW v.s. skip-gram: why invert context and target words?

Nlp Tensorflow Deep Learning Word2vec Word Embedding

Custom loss function in Keras

Python Tensorflow Keras Deep Learning Computer Vision

Why do we need to explicitly call zero_grad()?

Neural Network Deep Learning Pytorch Gradient Descent

Evaluating pytorch models: `with torch.no_grad` vs `model.eval()`

Python Machine Learning Deep Learning Pytorch Autograd

What is a batch in TensorFlow?

Tensorflow Machine Learning Neural Network Deep Learning Tensor

How to get mini-batches in pytorch in a clean and efficient way?

Python Numpy Machine Learning Deep Learning Pytorch

Saving best model in keras

Python Keras Deep Learning Neural Network

How to interpret loss and accuracy for a machine learning model

Machine Learning Neural Network Mathematical Optimization Deep Learning Objective Function

Why do we need to call zero_grad() in PyTorch?

Python Neural Network Deep Learning Pytorch Gradient Descent

Keras, How to get the output of each layer?

Python Tensorflow Deep Learning Keras

How to initialize weights in PyTorch?

Python Machine Learning Deep Learning Neural Network Pytorch

Why binary_crossentropy and categorical_crossentropy give different performances for the same problem?

Machine Learning Keras Neural Network Deep Learning Conv Neural-Network

Why must a nonlinear activation function be used in a backpropagation neural network?

Math Machine Learning Neural Network Deep Learning

Intuitive understanding of 1D, 2D, and 3D convolutions in convolutional neural networks

Machine Learning Deep Learning Signal Processing Conv Neural-Network Convolution

What does tf.nn.embedding_lookup function do?

Python Tensorflow Deep Learning Word Embedding Natural Language-Processing

What is the role of "Flatten" in Keras?

Machine Learning Tensorflow Neural Network Deep Learning Keras

What does model.eval() do in pytorch?

Python Machine Learning Deep Learning Pytorch

Many to one and many to many LSTM examples in Keras

Machine Learning Neural Network Deep Learning Keras Recurrent Neural-Network

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

Python Deep Learning Keras Verbose

Why do we "pack" the sequences in PyTorch?

Deep Learning Pytorch Recurrent Neural-Network Tensor Zero Padding

Check the total number of parameters in a PyTorch model

Deep Learning Pytorch

How to apply gradient clipping in TensorFlow?

Python Tensorflow Machine Learning Keras Deep Learning

multi-layer perceptron (MLP) architecture: criteria for choosing number of hidden layers and size of the hidden layer?

Machine Learning Neural Network Deep Learning Perceptron

How to unpack pkl file?

Python Pickle Deep Learning Mnist

Common causes of nans during training of neural networks

Machine Learning Neural Network Deep Learning Caffe Gradient Descent

Which parameters should be used for early stopping?

Python Keras Deep Learning Conv Neural-Network

What is the role of TimeDistributed layer in Keras?

Python Machine Learning Keras Neural Network Deep Learning

How to fix RuntimeError "Expected object of scalar type Float but got scalar type Double for argument"?

Python Neural Network Deep Learning Classification Pytorch

RuntimeError: Input type (torch.FloatTensor) and weight type (torch.cuda.FloatTensor) should be the same

Python Python 3.x Machine Learning Deep Learning Pytorch

keras: how to save the training history attribute of the history object

Python Machine Learning Neural Network Deep Learning Keras

Keras, how do I predict after I trained a model?

Python Theano Deep Learning Keras

What does global_step mean in Tensorflow?

Tensorflow Deep Learning

Using a pre-trained word embedding (word2vec or Glove) in TensorFlow

Python Numpy Tensorflow Deep Learning

How to add regularizations in TensorFlow?

Python Neural Network Tensorflow Deep Learning

What is the intuition of using tanh in LSTM?

Machine Learning Deep Learning Lstm Recurrent Neural-Network Activation Function

Epoch vs Iteration when training neural networks

Machine Learning Neural Network Deep Learning Artificial Intelligence Terminology

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

What's the difference between "hidden" and "output" in PyTorch LSTM?

Deep Learning Pytorch Lstm Recurrent Neural-Network Tensor

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

Python Deep Learning Pytorch

How to assign a value to a TensorFlow variable?

Python Tensorflow Neural Network Deep Learning Variable Assignment

How to stack multiple lstm in keras?

Tensorflow Deep Learning Keras Lstm Keras Layer

Batch Normalization in Convolutional Neural Network

Machine Learning Computer Vision Deep Learning Conv Neural-Network Batch Normalization

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

Python Tensorflow Deep Learning

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

Python Machine Learning Keras Deep Learning

Estimating the number of neurons and number of layers of an artificial neural network

Machine Learning Neural Network Deep Learning Artificial Intelligence

Understanding Keras LSTMs

Python Deep Learning Keras Lstm

Gradient Descent vs Adagrad vs Momentum in TensorFlow

Tensorflow Deep Learning

How to calculate the number of parameters for convolutional neural network?

Neural Network Deep Learning Conv Neural-Network Lasagne Nolearn

How to avoid "CUDA out of memory" in PyTorch

Python Deep Learning Pytorch Object Detection Low Memory

What is the difference between sparse_categorical_crossentropy and categorical_crossentropy?

Python Tensorflow Machine Learning Keras Deep Learning

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

Deep Learning Keras Keras Layer

How to do gradient clipping in pytorch?

Python Machine Learning Deep Learning Pytorch Gradient Descent

What is the meaning of the word logits in TensorFlow?

Tensorflow Machine Learning Neural Network Deep Learning Cross Entropy

Keras input explanation: input_shape, units, batch_size, dim, etc

Neural Network Deep Learning Keras Keras Layer Tensor

Neural network always predicts the same class

Python 3.x Numpy Neural Network Deep Learning Gradient Descent

How does the "number of workers" parameter in PyTorch dataloader actually work?

Python Memory Management Deep Learning Pytorch Ram

How to import keras from tf.keras in Tensorflow?

Python Tensorflow Deep Learning Keras

Keras model.summary() object to string

Python Tensorflow Machine Learning Keras Deep Learning

What is the difference between loss function and metric in Keras?

Machine Learning Neural Network Deep Learning Keras

How should the learning rate change as the batch size change?

Machine Learning Deep Learning

Tensorflow: None of the MLIR optimization passes are enabled (registered 1)

Python Tensorflow Keras Deep Learning

How to return history of validation loss in Keras

Python Neural Network Nlp Deep Learning Keras

TensorFlow - regularization with L2 loss, how to apply to all weights, not just last one?

Machine Learning Neural Network Tensorflow Deep Learning Regularized

Dimension of shape in conv1D

Python Tensorflow Keras Deep Learning Conv Neural-Network

Keras - Difference between categorical_accuracy and sparse_categorical_accuracy

Python Tensorflow Machine Learning Keras Deep Learning

How does keras handle multiple losses?

Deep Learning Keras Backpropagation Loss Function

How can I use a pre-trained neural network with grayscale images?

Python Tensorflow Machine Learning Keras Deep Learning

OpenCL / AMD: Deep Learning

Sdk Opencl Neural Network Gpgpu Deep Learning

Pytorch reshape tensor dimension

Python Numpy Deep Learning Pytorch Tensor

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

Python Optimization Neural Network Deep Learning Pytorch

Unbalanced data and weighted cross entropy

Python Machine Learning Tensorflow Deep Learning

Calculate the output size in convolution layer

Machine Learning Deep Learning Pytorch Conv Neural-Network

Keras Text Preprocessing - Saving Tokenizer object to file for scoring

Machine Learning Neural Network Nlp Deep Learning Keras

2-D convolution as a matrix-matrix multiplication

Neural Network Deep Learning Conv Neural-Network Matrix Multiplication Convolution

How to find Number of parameters of a keras model?

Deep Learning Keras

Keras ValueError: Input 0 is incompatible with layer conv2d_1: expected ndim=4, found ndim=5

Python Tensorflow Deep Learning Keras Conv Neural-Network

How to set layer-wise learning rate in Tensorflow?

Python Deep Learning Tensorflow

How to use return_sequences option and TimeDistributed layer in Keras?

Deep Learning Keras Lstm Recurrent Neural-Network

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

Python Numpy Deep Learning Hdf5 H5py

Pytorch: nn.Dropout vs. F.dropout

Python Deep Learning Neural Network Pytorch Dropout