February 19, 2017 – February 26, 2017
Overview
17
Active Pull Requests
64
Active Issues
7 Pull requests merged by 5 people
-
Merged
#5525
Added error message + PEP8 Fix
Feb 27, 2017 -
Merged
#5497
Theano test case fix: Fix for saving models
Feb 27, 2017 -
Merged
#5528
Fixed issues with conv2d in Theano backend
Feb 27, 2017 -
Merged
#5489
Causal Dilated Convolutions
Feb 26, 2017 -
Merged
#5498
Theano test case fix: Updated num_classes to nb_class for one hot encoding
Feb 25, 2017 -
Merged
#5452
Fix deprecated sklearn scoring function
Feb 21, 2017 -
Merged
#5468
Speed up load_image method.
Feb 21, 2017
10 Pull requests proposed by 10 people
-
Proposed
#5450
backend/__init__.py example of backend()
Feb 20, 2017 -
Proposed
#5458
PEP 8 modification
Feb 20, 2017 -
Proposed
#5463
Docstring spelling
Feb 20, 2017 -
Proposed
#5472
Add an option to create dot model in different directions
Feb 22, 2017 -
Proposed
#5473
remove unnessary code in deep-dream.py
Feb 22, 2017 -
Proposed
#5486
Prevent keras.json permission collision
Feb 23, 2017 -
Proposed
#5494
Example: Visualizing keras's neural network with tensorboard
Feb 23, 2017 -
Proposed
#5502
Add tf.floor and a FloorSampling function
Feb 24, 2017 -
Proposed
#5504
Fix for io utils: raise indexError for invalid key type
Feb 24, 2017 -
Proposed
#5523
Delete duplicated code in SeparableConvolution2D
Feb 26, 2017
11 Issues closed by 9 people
-
Closed
#5511
Calling model.predict inside the generator that feeds model.fit throws ValueError: [...] is not an element of this graph
Feb 26, 2017 -
Closed
#5475
IOError: Image File is truncated
Feb 24, 2017 -
Closed
#5470
Freezing or Throwing away Filters of a Layer
Feb 24, 2017 -
Closed
#5103
Scikit-learn API bug
Feb 23, 2017 -
Closed
#383
implement CTC with keras?
Feb 23, 2017 -
Closed
#4404
too low accuracy in the example of mnist_cnn
Feb 23, 2017 -
Closed
#5414
not expected images from autoencoder with sparsity constraint
Feb 23, 2017 -
Closed
#5377
NaN gradient when using BatchNormalization with sequential input
Feb 22, 2017 -
Closed
#5474
Splitting the output of a layer over the channels
Feb 22, 2017 -
Closed
#5416
imagenet pretrained inception_v3 model mean value at inception_v3.py?
Feb 21, 2017 -
Closed
#5446
Get Gradients wrt Feature Maps
Feb 20, 2017
53 Issues created by 47 people
-
Opened
#5535
Got 'dtype error' when using BatchNormalization layer.
Feb 27, 2017 -
Opened
#5534
The 'Classify images' example can't find the 'elephant.jpg' .
Feb 27, 2017 -
Opened
#5533
CNN LSTM with pretrained resnet, using the TimeDistributed Layer
Feb 26, 2017 -
Opened
#5532
ImageDataGenerator flow_from_directory standardization
Feb 26, 2017 -
Opened
#5531
Improve printed messages in fit/evaluate/predict_generator
Feb 26, 2017 -
Opened
#5530
ValueError: You are trying to load a weight file containing 22 layers into a model with 26 layers.
Feb 26, 2017 -
Opened
#5529
TF fails when atrous rate is higher than ~280, Theano works perfectly.
Feb 26, 2017 -
Opened
#5527
Using LSTM after CNN
Feb 26, 2017 -
Opened
#5526
GPU not running
Feb 26, 2017 -
Opened
#5524
Lambda Load Model Error
Feb 26, 2017 -
Opened
#5522
Error loading model with embedding layer
Feb 26, 2017 -
Opened
#5521
Error using K.round() and tf.floor() in custom layers
Feb 26, 2017 -
Opened
#5519
Combining 2 dif. models using Merge layer, but I cant access all the layers.
Feb 25, 2017 -
Opened
#5517
Custom layer that calls non-python code
Feb 25, 2017 -
Opened
#5516
Hierarchical RNN with word and sentence recurrent layers
Feb 25, 2017 -
Opened
#5514
Error when implementing a neural language model with keras
Feb 25, 2017 -
Opened
#5513
`TimeDistributedDense` for LSTM mean pooling
Feb 25, 2017 -
Opened
#5512
Is there an implement of attention LSTM by keras
Feb 25, 2017 -
Opened
#5510
Test fixture in keras baseline for fit_generator using pickle_safe=true doesnt work
Feb 24, 2017 -
Opened
#5509
Topology Error
Feb 24, 2017 -
Opened
#5508
External input in lambda layer - which will be updated
Feb 24, 2017 -
Opened
#5506
Keras not saving freezed layers
Feb 24, 2017 -
Opened
#5505
Theano/Tensorflow backend inconsistencies
Feb 24, 2017 -
Opened
#5503
Get the first input element in RNN step()
Feb 24, 2017 -
Opened
#5501
pair distance between two tensors
Feb 24, 2017 -
Opened
#5500
Predict function running slowly
Feb 24, 2017 -
Opened
#5499
Optimizer test failing for theano
Feb 24, 2017 -
Opened
#5496
Custom UpSampling2D layer
Feb 23, 2017 -
Opened
#5495
Keras 1.2.2, TF 1.0, Windows10/64:
Feb 23, 2017 -
Opened
#5492
Inconsistency with image preprocessing step for pretrained VGG-16
Feb 23, 2017 -
Opened
#5491
fit_generator throws an error if samples_per_epoch > len(data) - max_q_size
Feb 23, 2017 -
Opened
#5487
Custom Layers for recursive interation bitween layers
Feb 23, 2017 -
Opened
#5485
Stuck in keras.backend.function (Theano backend)
Feb 23, 2017 -
Opened
#5482
tf.diag support
Feb 22, 2017 -
Opened
#5481
Stateful RNN with different lengths for each sample
Feb 22, 2017 -
Opened
#5480
Keras base directory permissions issue on multi-user system [with solution]
Feb 22, 2017 -
Opened
#5479
Problems with LocallyConnected1D Layer and Theano
Feb 22, 2017 -
Opened
#5478
Inconsistent Output when Exporting Keras to Tensorflow
Feb 22, 2017 -
Opened
#5476
Save activation output to disk
Feb 22, 2017 -
Opened
#5471
[Severe] Unexpected keras Convolution2D shape?
Feb 21, 2017 -
Opened
#5469
tf.while_loop hangs when Dropout layer is used
Feb 21, 2017 -
Opened
#5467
Should Keras depend on TensorFlow instead of Theano?
Feb 21, 2017 -
Opened
#5466
How can I access output of a layer in my model in a custom loss function?
Feb 21, 2017 -
Opened
#5465
add Batch Normalization immediately before non-linearity or after in Keras?
Feb 21, 2017 -
Opened
#5464
Siamese get feature vectors
Feb 21, 2017 -
Opened
#5462
Location of .keras
Feb 20, 2017 -
Opened
#5461
DBN in keras
Feb 20, 2017 -
Opened
#5460
DBN in keras
Feb 20, 2017 -
Opened
#5459
Keras forces one worker if not pickle_safe
Feb 20, 2017 -
Opened
#5455
Keras-visualizations errors - K.gradients (loss,input_img)[0] gives type error
Feb 20, 2017 -
Opened
#5454
Hidden activations retrievable as input tensor, but not as output tensor
Feb 20, 2017 -
Opened
#5453
Why it takes longer time when I freeze a layer?
Feb 20, 2017 -
Opened
#5449
How to write layer to achieve those equations? Any suggestion or material?
Feb 20, 2017
45 Unresolved conversations
Sometimes conversations happen on old items that aren’t yet closed. Here is a list of all the Issues and Pull Requests with unresolved conversations.
-
19 new comments
Open
#5358
Keras 2 requests for contribution
Feb 24, 2017 -
18 new comments
Open
#5071
Multiprocessing using fit_generator(pickle_safe=True) fails
Feb 26, 2017 -
10 new comments
Open
#5424
How to apply a mathematical operation and convert the model back to a Keras tensor?
Feb 20, 2017 -
7 new comments
Open
#5400
Accuracy, fmeasure, precision, and recall all the same for binary classification problem (cut and paste example provided)
Feb 24, 2017 -
7 new comments
Open
#5448
border_mode = 'same' in pooling layers still changes the dimentions
Feb 20, 2017 -
5 new comments
Open
#3548
Tensorflow only: TypeError: Expected int32, got list containing Tensors of type '_Message' instead.
Feb 23, 2017 -
5 new comments
Open
#5357
dropout in training and testing
Feb 24, 2017 -
4 new comments
Open
#5298
Keras model cannot be loaded if it contains a Lambda layer calling tf.image.resize_images
Feb 23, 2017 -
3 new comments
Open
#4044
Can't load_model with error “Optimizer weight shape (256, 32) not compatible with provided weight shape (4,)”
Feb 24, 2017 -
3 new comments
Open
#4880
ProgBar has poor performance in jupyter notebook
Feb 22, 2017 -
2 new comments
Open
#3563
mnist_cnn.py: couldn't reach 99.25% test accuracy
Feb 22, 2017 -
2 new comments
Open
#4175
Error using K.round() in custom loss function
Feb 26, 2017 -
2 new comments
Open
#4433
image generator for localization tasks
Feb 27, 2017 -
2 new comments
Open
#5273
Loading a TensorFlow checkpoint, and turn it into a Keras model
Feb 24, 2017 -
2 new comments
Open
#5299
Spring 2017 roadmap: Keras 2, PR freeze, TF integration
Feb 21, 2017 -
2 new comments
Open
#5311
Merge concat mode fails if only some of the inputs are masked on Tensorflow
Feb 23, 2017 -
2 new comments
Open
#5435
Different results for same code in two different computers
Feb 22, 2017 -
2 new comments
Open
#5441
loss increase after each epoch
Feb 26, 2017 -
2 new comments
Open
#3947
Add option to specify/broadcast RNN init hidden state
Feb 26, 2017 -
1 new comment
Open
#358
Deep neural network with stacked autoencoder on MNIST
Feb 23, 2017 -
1 new comment
Open
#496
Should have option to use output weights when validating
Feb 24, 2017 -
1 new comment
Open
#1349
Siamese and multiple Merge - problem with save/load weights
Feb 23, 2017 -
1 new comment
Open
#1587
Out of memory issues (GPU)
Feb 21, 2017 -
1 new comment
Open
#1709
Class_weights not supported for fitting recurrent networks with crossentropy loss
Feb 22, 2017 -
1 new comment
Open
#1717
Does lstm in keras add peephole connection? Which paper do these codes refer to?
Feb 25, 2017 -
1 new comment
Open
#3192
TypeError: ‘TensorVariable’ object is not callable
Feb 22, 2017 -
1 new comment
Open
#3465
Combining Pretrained model with new layers
Feb 23, 2017 -
1 new comment
Open
#3859
clipnorm doesn't work with Embedding
Feb 21, 2017 -
1 new comment
Open
#3945
Keras MaxPooling2D gives ValueError: Negative dimension size caused by subtracting 2 from 1 for 'MaxPool_x'
Feb 21, 2017 -
1 new comment
Open
#3962
How to parallelize fit_generator? (PicklingError)
Feb 23, 2017 -
1 new comment
Open
#3997
Using keras for Distributed training raise RuntimeError("Graph is finalized and cannot be modified.")
Feb 24, 2017 -
1 new comment
Open
#4140
Adapting Yahoo Open_NSFW model to keras
Feb 21, 2017 -
1 new comment
Open
#4207
Calling Keras Convolutional Layer on TensorFlow Tensor Error
Feb 22, 2017 -
1 new comment
Open
#4495
Has anyone implement this networks proposed in paper Hierarchical Attention Networks for Document Classification?
Feb 24, 2017 -
1 new comment
Open
#4500
BaseCorrMM: Failed to allocate output
Feb 24, 2017 -
1 new comment
Open
#4777
Keras model/layer regularization property deprecated
Feb 21, 2017 -
1 new comment
Open
#5050
Good news, Tensorflow chooses Keras!
Feb 20, 2017 -
1 new comment
Open
#5279
load_model with custom regularizers and custom objective fails
Feb 20, 2017 -
1 new comment
Open
#5312
Fast GAN training in Keras
Feb 21, 2017 -
1 new comment
Open
#5390
fit_generator slows down when dealing with large dataset
Feb 20, 2017 -
1 new comment
Open
#5437
class_weight error for 2 classes
Feb 22, 2017 -
1 new comment
Open
#5442
Keras load_model fails after training
Feb 24, 2017 -
1 new comment
Open
#5443
Found a tensorflow problem which has a known solution
Feb 21, 2017 -
0 new comments
Open
#5404
Remove Old Files in ModelCheckpoint
Feb 21, 2017 -
0 new comments
Open
#5391
Fix TensorBoard deprecation warning
Feb 24, 2017