keras-team / keras

3 Pull requests proposed by 3 people

• Proposed #13692 Fix ReduceLROnPlateau documentation Jan 13, 2020
• Proposed #13694 Added Early stopping and Visualization for "addition_rnn.py" in examples Jan 13, 2020
• Proposed #13699 Add Optuna badge to README.md Jan 15, 2020

10 Issues closed by 4 people

• Closed #12161 Implement K.reset_uids() for the cntk backend. Jan 15, 2020
• Closed #10601 [API DESIGN REVIEW] Including a gradient (of the loss) getter in Model Jan 14, 2020
• Closed #9565 [Bug ?] : Model with two-output Lambda layer cannot be called Jan 14, 2020
• Closed #9531 fit_generator with Sequence uses only one core/CPU Jan 14, 2020
• Closed #9068 How do constraints work? Jan 14, 2020
• Closed #8593 RNN base class doesn't support dropout Jan 14, 2020
• Closed #13654 customize loss function for Model.compile() loss argument Jan 13, 2020
• Closed #13646 Keras Model.predict for multiple inputs with different numbers of first dimension Jan 13, 2020
• Closed #13676 doing tensor indexing but got AssertionError: Expected all args to be Tensors or Variables; but got CompositeTensor Jan 13, 2020
• Closed #13687 write multiple input loss function error Jan 12, 2020

13 Issues created by 13 people

• Opened #13705 Custom Recurrent Backwards KeyError: 'go_backwards' Jan 18, 2020
• Opened #13704 how i can update the weights inside keras cnn layers i want to update both biases and weight during inference Jan 17, 2020
• Opened #13703 keras freezes during training a model with multiple output layers. Jan 17, 2020
• Opened #13702 model.layers.pop() fails to pop the input layer Jan 16, 2020
• Opened #13701 keras docs: long <code> lines need to be rearranged to short lines to be easier to read Jan 15, 2020
• Opened #13700 Reshaping the output from one model to pass to the input of another Jan 15, 2020
• Opened #13698 AttributeError: 'ProgbarLogger' object has no attribute 'log_values' Jan 14, 2020
• Opened #13697 Wrong Model.save() for models with slicing Lambda-layers Jan 14, 2020
• Opened #13696 Merge two models into one: cannot load from h5. Jan 14, 2020
• Opened #13695 TimeDistributed keras "ValueError: strides should be of length 1, 1 or 3 but was 2" Jan 14, 2020
• Opened #13693 [Bug] model.fit() broken verbose messages/progress bars Jan 13, 2020
• Opened #13691 why getting rid of .sample attribute for predict_on_batch() method Jan 13, 2020
• Opened #13690 NASNetLarge doesn't with include_top=false doesn't work Jan 12, 2020

25 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.

• 3 new comments Open #13118 Repeatedly calling model.predict(...) results in memory leak Jan 17, 2020
• 2 new comments Open #13353 'thread._local' object has no attribute 'value' error Jan 16, 2020
• 2 new comments Open #13689 08WARNING:tensorflow:Early stopping conditioned on metric `val_binary_accuracy` which is not available. Available metrics are: Jan 17, 2020
• 1 new comment Open #8668 Generator memory leak bugs? Jan 13, 2020
• 1 new comment Open #10990 Problem with custom metric and validation split Jan 13, 2020
• 1 new comment Open #13591 Validation loss unexpectedly low Jan 14, 2020
• 1 new comment Open #10580 Error when checking model input: expected no data, but got: Jan 14, 2020
• 1 new comment Open #12650 Fit_generator is NOT thread-safe Jan 15, 2020
• 1 new comment Open #6462 "<tensor> is not an element of this graph." when loading model. Jan 15, 2020
• 1 new comment Open #12298 ValueError: Cannot create group in read only mode Jan 15, 2020
• 1 new comment Open #4875 model.save and load giving different result Jan 15, 2020
• 1 new comment Open #13299 Can't use `initial_state` with ConvRNN2D Jan 15, 2020
• 1 new comment Open #13469 evaluate_generator broken in 2.3 Jan 17, 2020
• 1 new comment Open #12570 InceptionV3+LSTM activity recognition, accuracy grows for 10 epochs and then drops down Jan 17, 2020
• 1 new comment Open #11902 model.predict_generator() - batch_size and steps Jan 17, 2020
• 1 new comment Open #12558 Feature Request: Sampled Softmax Jan 17, 2020
• 1 new comment Open #13688 Getting error: ValueError: Error when checking input: expected dense_1_input to have 3 dimensions, but got array with shape (25000, 100) Jan 18, 2020
• 0 new comments Open #13679 Training Script failed with no Error Stack "exit code 1073740791 0xc0000409" Jan 13, 2020
• 0 new comments Open #13681 Keras ModelCheckpoint is introducing additional layers while saving model Jan 13, 2020
• 0 new comments Open #13680 Tensorboard won't work Jan 13, 2020
• 0 new comments Open #13682 Training start from scratch after load_model() Jan 13, 2020
• 0 new comments Open #13684 experimental_list_devices in tensorflow_backend.py (line 506) Jan 13, 2020
• 0 new comments Open #13685 Keras Error : Unknown entries in loss dictionary: ['ctc']. Only expected following keys: ['dense_1'] Jan 13, 2020
• 0 new comments Open #13686 ValueError: Error when checking target: expected activation_92 to have shape (2,) but got array with shape (1, Jan 13, 2020
• 0 new comments Open #13664 Updating docs of validation_steps in Model.fit Jan 18, 2020