Examples of programming questions in tensorflow

How would I implement k-means with TensorFlow?
Error in python after 'import tensorflow': TypeError: __init__() got an unexpected keyword argument 'syntax'
Error while importing Tensorflow in Python 2.7 in Ubuntu 12.04. 'GLIBC_2.17 not found'
TensorFlow MNIST example not running with fully_connected_feed.py
How do I get the current value of a Variable?
Get the diagonal of a matrix in TensorFlow
Remove nodes from graph or reset entire default graph
How can I visualize the weights(variables) in cnn in Tensorflow?
Printing the loss during TensorFlow training
How to set adaptive learning rate for GradientDescentOptimizer?
How could I use batch normalization in TensorFlow?
Run Tensorflow unit tests
Save Tensorflow graph for viewing in Tensorboard without summary operations
Logging training and validation loss in tensorboard
Error using Tensorflow with GPU
sum over a list of tensors in tensorflow
How to prefetch data using a custom python function in tensorflow
How to deal with batches with variable-length sequences in TensorFlow?
Tensorflow multiple sessions with multiple GPUs
In TensorFlow, what is tf.identity used for?
Loss function for class imbalanced binary classifier in Tensor flow
How do I get the gradient of the loss at a TensorFlow variable?
How to download Docker images without a direct internet connection
TF save/restore graph fails at tf.GraphDef.ParseFromString()
Multilabel Text Classification using TensorFlow
Using a pre-trained word embedding (word2vec or Glove) in TensorFlow
Tensorflow error using tf.image.random : 'numpy.ndarray' object has no attribute 'get_shape'
tensorflow constant with variable size
Creating a float64 Variable in tensorflow
Tensorflow `set_random_seed` not working
All runs are not visible on TensorBoard
Gradient Descent vs Adagrad vs Momentum in TensorFlow
What is the TensorFlow checkpoint meta file?
Tensorflow: 'module' object has no attribute 'FixedLenFeature'
Set weight and bias tensors of tensorflow conv2d operation
Tensorflow apply op to each element of a 2d tensor
Tensorflow get all variables in scope
Change default GPU in TensorFlow
Bilinear upsample in tensorflow?
In Tensorflow, how to use tf.gather() for the last dimension?
Confused by the behavior of `tf.cond`
Difference between Variable and get_variable in TensorFlow
Index of a maximum element in TensorFlow tensor
Is it possible to make a trainable variable not trainable?
TensorFlow: InternalError: Blas SGEMM launch failed
tensorflow store training data on GPU memory
Tensorflow negative sampling
Tensorflow GPU setup: error with CUDA on PyCharm
What is the negative index in shape arrays used for? (Tensorflow)
What is the purpose of the tf.contrib module in Tensorflow?
Simple way to visualize a TensorFlow graph in Jupyter?
How do I find the variable names and values that are saved in a checkpoint?
get the size of a variable batch dimension
Tensorflow: How to convert NaNs to a number?
Tensorflow ValueError: No variables to save from
How to fetch specific rows from a tensor in Tensorflow?
Does TensorFlow view all CPUs of one machine as ONE device?
TensorFlow saving into/loading a graph from a file
Conditional assignment of tensor values in TensorFlow
Tensorflow TypeError: Fetch argument None has invalid type <type 'NoneType'>?
How to fill a tensor in C++
For what reason Convolution 1x1 is used in deep neural networks?
Why do we need TensorFlow tf.Graph?
TensorFlow getting elements of every row for specific columns
Tensorflow: why 'pip uninstall tensorflow' cannot find tensorflow
How to make a custom activation function with only Python in Tensorflow?
How do you get the name of the tensorflow output nodes in a Keras Model?
It's possible to do object detection (one-class) in images retraining Inception model?
How can I implement a weighted cross entropy loss in tensorflow using sparse_softmax_cross_entropy_with_logits
How to generate random number in a given range as a Tensorflow variable
Tensorflow Assign requires shapes of both tensors to match. lhs shape= [20] rhs shape= [48]
Non-smooth and non-differentiable customized loss function tensorflow
Tensorflow: Cannot interpret feed_dict key as Tensor
Scipy sparse CSR matrix to TensorFlow SparseTensor - Mini-Batch gradient descent
how to implement tensorflow's next_batch for own data
Setting all negative values of a tensor to zero (in tensorflow)
Is it possible to use TensorFlow C++ API on Windows?
looking for source code of from gen_nn_ops in tensorflow
Installing TensorFlow with Pip Python on Windows
tensorboard with numpy array
What does `tf.strided_slice()` do?
Why was Eigen chosen for TensorFlow?
What's the difference between tf.Session() and tf.InteractiveSession()?
Tensorflow : Graph is finalized and cannot be modified
Testing GPU with tensorflow matrix multiplication
In Tensorflow, how can I rename a certain operation name?
How tf.gradients work in TensorFlow
How does data normalization work in keras during prediction?
Is there a built-in KL divergence loss function in TensorFlow?
swap tensor axis in keras
Loss function works with reduce_mean but not reduce_sum
load multiple models in Tensorflow
ImportError: libcudnn when running a TensorFlow program
Implementation of model parallelism in tensorflow
Accessing Tensorboard on AWS
Adam optimizer goes haywire after 200k batches, training loss grows
How to compute accuracy of CNN in TensorFlow
What does tf.gather_nd intuitively do?
ValueError: Tensor must be from the same graph as Tensor with Bidirectinal RNN in Tensorflow
How do you compute accuracy in a regression model, after rounding predictions to classes, in keras?
What is the difference in installing tensorflow with pip command and conda or directing cloning?
Why do we use tf.name_scope()
ValueError: The two structures don't have the same number of elements
tf.nn.conv2d vs tf.layers.conv2d
TypeError: run() missing 1 required positional argument: 'fetches' on Session.run()
Can I apply tf.map_fn(...) to multiple inputs/outputs?
How to disable GPU in keras with tensorflow?
What does tensorflow "op" do?
Permission denied when installing Tensorflow
How to make Keras use Tensorflow backend in Anaconda?
TensorFlow - Ignore infinite values when calculating the mean of a tensor
How many epochs does it take to train VGG-16
Tensorflow: How to replace or modify gradient?
Keras - is it possible to view the weights and biases of models in Tensorboard
nvidia-smi does not display memory usage
Add L2 regularization when using high level tf.layers
Convert a graph proto (pb/pbtxt) to a SavedModel for use in TensorFlow Serving or Cloud ML Engine
Unable to Install Tensorflow (MemoryError)
Tensorflow allocating GPU memory when using tf.device('/cpu:0')
Low GPU usage by Keras / Tensorflow?
List of Differentiable Ops in Tensorflow
What is the output of tf.split?
What are the constraints for tensorflow scope names?
tensorflow Mac OS gpu support
Keras Unexpected Kernel Regularizer Error
Tensorflow logging messages do not appear
What do the options in ConfigProto like allow_soft_placement and log_device_placement mean?
What is tf.bfloat16 "truncated 16-bit floating point"?
Train Tensorflow Object Detection on own dataset
First tf.session.run() performs dramatically different from later runs. Why?
How to understand sess.as_default() and sess.graph.as_default()?
How to add new embeddings for unknown words in Tensorflow (training & pre-set for testing)
Key <variable_name> not found in checkpoint Tensorflow
replicate a row tensor using tf.tile?
Printing extra training metrics with Tensorflow Estimator
What's the difference between tf.cond and if-else?
Tensorflow: How do you monitor GPU performance during model training in real-time?
What are the advantages of using tf.train.SequenceExample over tf.train.Example for variable length features?
Best strategy to reduce false positives: Google's new Object Detection API on Satellite Imagery
TensorFlow - object detection module, error appear when trying to use protoc
Streaming large training and test files into Tensorflow's DNNClassifier
Keras deep learning model to android
Keras model.predict always 0
How to Properly Combine TensorFlow's Dataset API and Keras?
What is the difference of static Computational Graphs in tensorflow and dynamic Computational Graphs in Pytorch?
TensorBoard Starting but not showing in Browser
How should I handle input data with nan values in TensorFlow?
Limit number of cores used in Keras
Keras custom loss function: Accessing current input pattern
Error when parsing graph_def from string
upgrade tensorflow on windows
Keras Custom loss function to pass arguments other than y_true and y_pred
DQN - Q-Loss not converging
difference between Tensorflow's Graph and GraphDef
Checkpointing keras model: TypeError: can't pickle _thread.lock objects
parallelising tf.data.Dataset.from_generator
Difference between tf.data.Dataset.map() and tf.data.Dataset.apply()
Splitting tensors in tensorflow
Cartesian Product in Tensorflow
Open mha image files in Python (2015 brats challenge dataset)
downloading ResNet50 in Keras generates "SSL: CERTIFICATE_VERIFY_FAILED
TensorFlow : How do i find my output node in my Tensorflow trained model?
iterator.get_next() cause terminate called after throwing an instance of 'std::system_error
Returning probabilities in a classification prediction in Keras?
tensorflow: how create an const tensor the same shape as a placeholder
Does dropout layer go before or after dense layer in TensorFlow?
Keras,models.add() missing 1 required positional argument: 'layer'
Use both sample_weight and class_weight simultaneously
Average weights in keras models
What is h5 model in Keras?
In Tensorflow's Dataset API how do you map one element into multiple elements?
Parallelism isn't reducing the time in dataset map
What does train_on_batch() do in keras model?
Keras : AttributeError: 'int' object has no attribute 'ndim' when using model.fit
How to use a Keras RNN model to forecast for future dates or events?
keras vs. tensorflow.python.keras - which one to use?
Is there a way to check if mxnet uses my gpu?
DuplicateFlagError when trying to train tensorflow object detection api on google collaboratory
Tensorflow error : unsupported callable
Tensorflow object detection config files documentation
How to use additional features along with word embeddings in Keras ?
How to use tensorflow eager execution only in specific parts of the application?
How do I print inside the loss function during training in Keras?
Problems with using tensorflow lite C++ API in Android Studio Project
Output differences when changing order of batch(), shuffle() and repeat()
Keras Loss Function with Additional Dynamic Parameter
How to save/load a tensorflow hub module to/from a custom path?
Visualize Gensim Word2vec Embeddings in Tensorboard Projector
Tensorflow: When should I use or not use `feed_dict`?
TF.data.dataset.map(map_func) with Eager Mode
Report Keras model evaluation metrics every 10 epochs?
tf.image.resize_bilinear vs cv2.resize
Sliding window of a batch in Tensorflow using Dataset API
In tensorflow, randomly (sub)sample k entries from a tensor along 0-axis
Extract features into a dataset from keras model
Tensorflow : tf.argmax() as prediction or the maximum value?
How to ensure tensorflow is using the GPU
Tensorflow InvalidArgumentError (indices) while training with Keras
undestanding feed_dict in sess.run
ImportError: cannot import name 'abs'
Can't install Tensorflow Mac
What's the difference between a Tensorflow Keras Model and Estimator?
Is there a tensorflow version that is compatible with Cuda 9.0 and cudnn 7.1
Keras, Tensorflow: How to set breakpoint (debug) in custom layer when evaluating?
Keras/Tensorflow: Combined Loss function for single output
SSD anchors in Tensorflow detection API
What's the difference between using tf.expand_dims and tf.newaxis in Tensorflow?
Error Compiling Tensorflow From Source - No module named 'keras_applications'
Keras: "must compile model before using it" despite compile() is used
Machine Learning : Tensorflow v/s Tensorflow.js v/s Brain.js
keras version to use with tensorflow-gpu 1.4
Loss not changing no matter the learning rate
Get output from a non final keras model layer
How does shuffling work with ImageDataGenerator in Machine Learning?
Where is the downloaded Keras dataset stored?
How is the smooth dice loss differentiable?
Tensorboard graph recall
Why do we normalize the image to mean=0.5, std=0.5?
Best loss function for multi-class classification when the dataset is imbalance?
what is Device interconnect StreamExecutor with strength 1 edge matrix
EM score in SQuAD Challenge
Extract encoder and decoder from trained autoencoder
How do you send arguments to a generator function using tf.data.Dataset.from_generator()?
How use TPU in google colab
pip install AttributeError: _DistInfoDistribution__dep_map
Order of CUDA devices
logits and labels must be broadcastable: logits_size=[32,1] labels_size=[16,1]
Unknown initializer: GlorotUniform when loading Keras model
Why Pearson correlation is different between Tensorflow and Scipy
Keras initialize large embeddings layer with pretrained embeddings
Keras Embedding ,where is the "weights" argument?
Where is the tensorflow session in Keras
Why mean used instead of sum in loss functions?
Training a Keras model from batches of .npy files using generator?
Not fully connected layer in tensorflow
Why is TensorFlow Lite slower than TensorFlow on desktop?
Define custom LSTM Cell in Keras?
LSTM having a systematic offset between predictions and ground truth
Keras (Tensorflow backend) Error - Tensor input_1:0, specified in either feed_devices or fetch_devices was not found in the Graph
Keras: rescale=1./255 vs preprocessing_function=preprocess_input - which one to use?
can anyone give a tiny example to explain the params of tf.random.categorical?
TensorFlow - Difference between tf.keras.layers.Layer vs tf.keras.Model
How to build TensorFlow Lite as a static library and link to it from a separate (CMake) project?
Tensorflow: how to view checkpoint in tensorboard?
tf.data vs keras.utils.sequence performance
Tensorflow set_seed error when running autoencoder
Custom Keras Data Generator with yield
Why doesn't the accuracy when training VGG-16 change much?
Android MLKit - Internal error has occurred when executing Firebase ML tasks
Tensorflow/keras: "logits and labels must have the same first dimension" How to squeeze logits or expand labels?