Cannot import ResNeXt101 and preprocessing type:docs

#13672 opened Jan 6, 2020 by qysnn

Broken link in examples readme to tensorboard_embeddings_mnist.py type:docs

#13719 opened Jan 23, 2020 by mulka

1

Docs Bug: search from 404 page redirects in wrong url type:docs

#13736 opened Jan 31, 2020 by panoschal

keras docs: long <code> lines need to be rearranged to short lines to be easier to read type:docs

#13701 opened Jan 15, 2020 by lwmv

Adding latest examples to docs (keras.io) type:docs

#13727 opened Jan 28, 2020 by axelschmidt91

1

Confusing docs in model.fit type:docs

#13652 opened Dec 24, 2019 by qiagu

4

model.test_on_batch returns total loss instead of average - Keras 2.2.4 type:docs

#13458 opened Oct 18, 2019 by omrygin

1

Keras documentation inaccuracy type:docs

#13584 opened Nov 26, 2019 by maor121

model metrics visualization key error type:docs

#13624 opened Dec 11, 2019 by amarlearning

4

Time Series Forecasting with LSTM and different/mixed frequencies type:docs

#13444 opened Oct 16, 2019 by janwendt

1

Convert the docstrings of examples in `examples/*` to use Markdown formatting Good first issue stat:contributions welcome type:docs

#12219 opened Feb 6, 2019 by gabrieldemarmiesse

12

Technically incorrect description of embedding layer type:docs

#13441 opened Oct 15, 2019 by TheGrumpySnail01

Should include Jupyter notebook in the 'Examples' section? type:docs

#13170 opened Jul 31, 2019 by tirthajyoti

Proposal to include Caltech-101 dataset in the standard data library type:docs

#13359 opened Sep 24, 2019 by tirthajyoti

Stateful LSTMs - inconsistent documentation / error message w.r.t. "batch_input_shape" type:docs

#13262 opened Aug 29, 2019 by faltinl

__getitem__ gets called too many times Enhancement Good first issue stat:contributions welcome

#12082 opened Jan 20, 2019 by kdx2

14

Improve documentation for EarlyStopping/ReduceLROnPlateau, take validation_freq into account. type:docs

#13239 opened Aug 23, 2019 by hendriks73

implement K.cumsum and K.cumprod for the cntk backend. Good first issue stat:contributions welcome type:feature

#12163 opened Jan 29, 2019 by gabrieldemarmiesse

5

Feature Request : Add Precision, Recall and F1 Score as Stateful Metrics Enhancement Good first issue type:feature

#11846 opened Dec 11, 2018 by SriRangaTarun

7

evaluate_generator() got an unexpected keyword argument 'callbacks' type:docs

#13017 opened Jun 27, 2019 by architlfc

1

Adding a Google Colab Link to the Keras Example directory type:docs

#13243 opened Aug 24, 2019 by hr21

Implement K.arange for the cntk backend. Good first issue stat:contributions welcome type:feature

#12164 opened Jan 29, 2019 by gabrieldemarmiesse

4

keras docs missing methods for Tokenizer class stat:awaiting response type:docs

#12980 opened Jun 19, 2019 by hemantranvir

3

Embedding layer input should be floats type:docs

#12914 opened Jun 3, 2019 by tiferet

4

Broken Docs

#13784 opened Feb 16, 2020 by Tejaswgupta

Keras 2.0 release notes is misleading Good first issue stat:contributions welcome

#11517 opened Oct 29, 2018 by eduidl

7

Documentation Required GAN backend:tensorflow type:docs

#12838 opened May 20, 2019 by hr21

2

Focal loss in keras stat:awaiting tensorflower type:docs type:feature

#13052 opened Jul 2, 2019 by adrianboguszewski

1

New Keras Release (latest is >260 commits behind) type:docs

#12611 opened Apr 3, 2019 by TimZaman

Mistake in convLSTM2D default activation documentation type:docs

#12890 opened May 29, 2019 by asherRSIP

3

Documentation Required on loading pretrained models type:docs

#12505 opened Mar 17, 2019 by hr21

1

keras.models.Model should not require either inputs nor outputs? backend:tensorflow type:docs

#12630 opened Apr 6, 2019 by cottrell

How long wait new pip release ?? type:docs

#12421 opened Mar 8, 2019 by iperov

1

Changes not reflected in docs type:docs

#12424 opened Mar 8, 2019 by abhaikollara

Error in documentation type:docs

#12401 opened Mar 5, 2019 by urosisakovic

1

Inconsistent verbose option in model.fit type:bug/performance

#13716 opened Jan 21, 2020 by lucgiffon

Support for mixed precision training stat:contributions welcome type:docs

#12249 opened Feb 10, 2019 by lminer

5

Are you going to comment each line of code in Keras? type:docs

#11784 opened Dec 3, 2018 by shyamalschandra

4

broken github links on keras.io documentation type:docs

#11816 opened Dec 7, 2018 by maderafunk

1

Example CIFAR-10 CNN code does not work

#13753 opened Feb 7, 2020 by qysnn

Request Not a Issue - Improve readability in Keras Documentation type:docs

#11741 opened Nov 27, 2018 by rajeshkumargp

2

def predict(self, x,batch_size=None,verbose=0,steps=None): type:support

#13438 opened Oct 15, 2019 by lifuqiang2016

training_utils.py: IndexError: list index out of range for if metric in ['accuracy', 'acc']: type:support

#13457 opened Oct 18, 2019 by cpoptic

Explaining how to load external backends in the documentation. stat:contributions welcome type:docs

#11384 opened Oct 14, 2018 by gabrieldemarmiesse

1

What is the use of clip_norm in mnist_rnn code in examples type:support

#13734 opened Jan 30, 2020 by KillerStrike17

RuntimeError: "Cannot clone object ..." when using sklearn.base.clone with BaseEstimator type:bug/performance

#13586 opened Nov 27, 2019 by mcarbajo

5

Adding a 'Tensorflow compatibility features' page in the documentation. stat:contributions welcome type:docs

#11250 opened Sep 28, 2018 by gabrieldemarmiesse

12

babi-rnn example test accuracy jump to 0.2780 (from 0.2140) type:support

#13272 opened Aug 30, 2019 by obastemur

NameError in 'Guide to the Functional API' docs

#12331 opened Feb 22, 2019 by pynchmeister

2

InvalidArgumentError: Matrix size-incompatible: In[0]: [32,4], In[1]: [768,1] [[{{node training_2/Adam/gradients/label3_2/MatMul_grad/MatMul}}]] backend:tensorflow type:support

#13605 opened Dec 5, 2019 by Samwang96

CuDNNLSTM and activations Good first issue stat:contributions welcome type:docs

#8510 opened Nov 16, 2017 by clemej

6

Add progress bar with minimum info when verbose is equal 0 type:feature

#13351 opened Sep 20, 2019 by virtualdvid

Making a bot which posts the documentation page in htlm if a pull request changed it Enhancement stat:contributions welcome

#12382 opened Mar 2, 2019 by gabrieldemarmiesse

1

"Dimensions must be equal" exception when using Dense layer on input with a rank greater than 2 type:bug/performance type:docs

#10736 opened Jul 20, 2018 by stiffme

2

Failed to import numpy_backend when building docs backend:tensorflow stat:awaiting tensorflower type:bug/performance

#12677 opened Apr 15, 2019 by KappaDistributive

3

Baby MemNN Example: Poor Accuracy backend:tensorflow type:support

#13357 opened Sep 24, 2019 by anthonyhsyu

mask parameter in Lambda layer missing from documentation type:docs

#10320 opened May 30, 2018 by mogeid

1

Set up versioning of the docs. Enhancement stat:contributions welcome

#11783 opened Dec 2, 2018 by gabrieldemarmiesse

3

[Request] A more comprehensive guide/API for creating seq2seq models type:support

#12144 opened Jan 27, 2019 by MrinalJain17

1

ValueError: Graph disconnected: cannot obtain value for tensor Tensor("input_1:0", shape=(?, 224, 224, 3), dtype=float32) at layer "input_1". The following previous layers were accessed without issue: [] backend:tensorflow type:support

#12569 opened Mar 28, 2019 by csitaula

np_utils.to_categorical cause error backend:tensorflow type:support

#12713 opened Apr 22, 2019 by hjq133

ValueError: Graph disconnected: cannot obtain value for tensor Tensor("input_2:0", shape=(?, 224, 224, 3), dtype=float32) at layer "input_2". The following previous layers were accessed without issue: ['input_1'] backend:tensorflow

#12532 opened Mar 24, 2019 by csitaula

1

K.variable returns a parameter instead of a variable instance - CNTK backend backend:cntk

#12610 opened Apr 2, 2019 by gyjelinek

Code change #12539 on Theano and CNTK broke the Tensorflow backend backend:tensorflow stat:awaiting tensorflower type:bug/performance

#12548 opened Mar 25, 2019 by alessiounisa

Pretrained embedding example should use UNK token for unknown tokens Enhancement

#12124 opened Jan 24, 2019 by bjherger

1

No use for y_true in mean_pred function - Sequential Model Guide - Compilation section

#12443 opened Mar 10, 2019 by arashmath

Mistake in article comments "Fine-tune InceptionV3 on a new set of classes"

#11063 opened Sep 2, 2018 by Dok11

How multi_gpu_model training works without gradient averager ? stat:awaiting response type:feature type:support

#11976 opened Jan 4, 2019 by iperov

5

Improve performance (GPU utilization) of `multi_gpu_model` for small models. Enhancement stat:contributions welcome

#11776 opened Dec 2, 2018 by gabrieldemarmiesse

1

dtype Ignored in Dense layer build To investigate

#12225 opened Feb 7, 2019 by someben

2

Add automated check for import style. Enhancement stat:contributions welcome

#12110 opened Jan 23, 2019 by gabrieldemarmiesse

16

Typo in lstm_seq2seq example documentation

#10378 opened Jun 7, 2018 by wpm

1

Write a cross-backend way (backend method) to check whether a certain tensor depends on a certain other tensor. Enhancement stat:contributions welcome

#11777 opened Dec 2, 2018 by gabrieldemarmiesse

Problem with pad_sequences documentation

#10729 opened Jul 19, 2018 by jadevaibhav

1

Not able to edit keras docs

#10811 opened Jul 31, 2018 by KushajveerSingh

What should I do if the character output from the keras model.summary() function overlaps?

#10508 opened Jun 22, 2018 by Bigwode

Documentation Typo?

#9995 opened Apr 20, 2018 by maitycyrus

Have the documentation system support LaTeX formulas Enhancement

#10060 opened Apr 28, 2018 by vkk800

3

Improve Keras Documentation User Experience for Long Code Snippets By Removing The Need For Horizontal Slide Bars

#9741 opened Mar 23, 2018 by jaradc

1

[doc] Add model.compile's kwargs options specifically

#9281 opened Feb 1, 2018 by sakaia

Dropout should give an error message when rate is greater than 1

#10629 opened Jul 9, 2018 by kmader

1

_preprocess_numpy_input in keras.applications.imagenet_utils should not be in place

#10240 opened May 19, 2018 by bottydim

1

Stacked LSTM - Documentation Example has Inconsistent Labels

#9443 opened Feb 21, 2018 by ghost

print_tensor bug on CNTK ? stat:contributions welcome type:bug/performance

#11173 opened Sep 18, 2018 by christopher5106

7

Output_padding param in Conv2dTranspose Inaccessible

#10793 opened Jul 27, 2018 by christianayala10

4

[Documentation issue] What metric will be calculated if I use metrics=['accuracy'] ?

#8692 opened Dec 5, 2017 by mario98

Docs: How can we make a list of links to Methods?

#8466 opened Nov 12, 2017 by jaggzh

Callbacks Documentation

#9659 opened Mar 15, 2018 by daverio

1

Clarify broadcasting semantics for Add(), Mul(), etc

#9955 opened Apr 17, 2018 by jiawen

clearer doc for class_weights

#9186 opened Jan 25, 2018 by pierreglaser

Document layer numbers for various blocks in CNN applications to aid fine tuning

#9460 opened Feb 22, 2018 by rohit-gupta

1

README.md "Getting started: 30 seconds to Keras" does not define x_train/y_train

#8819 opened Dec 17, 2017 by baxterai

ResNet50 from cifar10_resnet.py has lower test accuracy than elsewhere

#9452 opened Feb 21, 2018 by ozabluda

9

Why are arguments missing from Keras documentation, e.g. GRU() and LSTM()?

#9552 opened Mar 4, 2018 by FriendOfFatBeagle

sparse_categorical_crossentropy: better documentation and general dimension handling backend:tensorflow

#8336 opened Nov 1, 2017 by DSLituiev

1

cifar10_cnn_capsule.py should implement evaluation for test samples

#9530 opened Mar 2, 2018 by kouml

mnist_siamese.py Example

#9575 opened Mar 6, 2018 by JJN123

4

Is the dropout documentation correct?

#7979 opened Sep 24, 2017 by ahmedhosny

Support for multiple input layers in Scikit-Learn wrappers

#9001 opened Jan 8, 2018 by thomaspheiffer

7

[Suggestion] Document preprocessing function for applications

#8161 opened Oct 17, 2017 by alxy

1

Is 0.0 acceptable for hte l1 and l2 parameters of ActivityRegularization layer?

#9339 opened Feb 9, 2018 by EFanZh

4

Bugs code in tutorial seq2seq

#8893 opened Dec 27, 2017 by astrung

2

Documentation of kernel_size in Conv2D layer

#8003 opened Sep 28, 2017 by Dobiasd

1

merge layer documentation and architecture

#8450 opened Nov 9, 2017 by shay86

1

SpatialDropout is missing from the documentation

#5907 opened Mar 21, 2017 by Dapid

5

Adapting dataset from Conv2D tutorial to (n, 25, 32, 4)

#8153 opened Oct 16, 2017 by vladimirdlc

from keras.utils.np_utils import to_categorical inputs = [[[1, 2]], # X [1], # sample weights [[1]], # y 0 # learning phase in TEST mode ] print zip(weights, get_gradients(inputs)) # ==> [(dense_1_W, array([[-0.42342907], [-0.84685814]], dtype=float32)), (dense_1_b, array([-0.42342907], dtype=float32))] stale

#7689 opened Aug 20, 2017 by jhelbert

1

Samplewise Centering is implemented wrong

#6718 opened May 22, 2017 by StefanoD

4

Has keras this kind of interface"flags = tf.app.flags FLAGS = flags.FLAGS flags.DEFINE_float('learning_rate', 0.01, 'Initial learning rate.')" as in tensorflow? stale

#3750 opened Sep 12, 2016 by IvyGongoogle

5