keras-team / autokeras

AutoML library for deep learning

http://autokeras.com/

keras-team/autokeras Issues

Why was the TimeSeries parts of the package removed in the latest version?
Updated 5 days ago
Feature: 希望AutoKeras可以基于目前最新的Keras3，支持Keras3的新特性！
Updated 11 days ago
Bug: "Best val_accuracy So Far" is mistaken for "Best val_loss So Far"
Updated 21 days ago
Bug: Autokeras/TF fails with CUDA_ERROR_ILLEGAL_ADDRESS/CUDA_ERROR_INVALID_HANDLE when max_trials is not 1
Updated 24 days ago
Bug: StructuredDataClassifier and StructuredDataRegressor gone?
Updated a month ago5
ModuleNotFoundError: No module named 'tensorflow.keras.layers.experimental'Bug:
Updated a month ago4
Bug: KeyError: 'text_block_1/max_tokens'
Updated 2 months ago5
Bug: import autokeras as ak --> ModuleNotFoundError: No module named 'tensorflow.keras.layers.experimental'
Updated 2 months ago7
Bug: FatalTypeError: Expected the model-building function, or HyperModel.build() to return a valid Keras Model instance
Updated 2 months ago
Autokers textinput text classifier does not work.
Closed 3 months ago
Bug: Link in `TimeSeriesForecaster` tutorial leads to 404
Updated 3 months ago1
AttributeError: module 'numpy' has no attribute 'object' when using autokeras with structured data
Updated 3 months ago4
Bug: ValueError: The dataset should at least contain 2 batches to be split.
Updated 4 months ago2
Bug:
Closed 8 months ago4
Bug: TypeError: can only concatenate str (not "NoneType") to st
Updated 10 months ago1
Exception thrown: cannot import name 'keras' from 'tensorflow' (unknown location)
Closed 10 months ago3
Bug: Unable to predict data using the model trained (Node: 'model/multi_category_encoding/string_lookup_22/None_Lookup/LookupTableFindV2' Table not initialized. [[{{node model/multi_category_encoding/string_lookup_22/None_Lookup/LookupTableFindV2}}]] [Op:__inference_predict_function_10129638] )
Updated 10 months ago
Bug: UnicodeDecodeError: 'utf-8' codec can't decode byte 0xd5 in position 205. in Chinese path, not in English path
Updated 10 months ago
problem: Higher number of epochs lead to worse results?
Updated a year ago1
Feature: Model Agnostic Explanability - Permutation Importance and Counterfactual
Updated a year ago
Feature: Any GPU optimization features?
Updated a year ago
Bug: Error "I tensorflow/core/common_runtime/executor.cc:1197] [/device:CPU:0] (DEBUG INFO) Executor start aborting (this does not indicate an error and you can ignore this message): INVALID_ARGUMENT: You must feed a value for placeholder tensor 'Placeholder/_15' with dtype double and shape"
Updated a year ago
Bug: Installation failed
Closed a year ago2
Can the models not be saved during the trial?
Updated a year ago
using autokeras to build a sequence prediction model
Updated a year ago
Bug: StructuredDataClassifier ignores loss parameter
Updated a year ago
Feature: image_dataset_from_directory support one_hot/categorical labels
Updated a year ago
Import-level bug: cannot import name 'utils' from 'autokeras.utils
Updated a year ago1
Cannot Set Learning Rate and Optimizer but Have to Tune
Updated a year ago
Refactor AutoKeras to support use preprocessor and model layers within the same block
Closed a year ago
Over a year later and I'm also getting this issue. Seems oddly sudden because it was working previously but the suggested fix above isn't working for me. Any update on this issue or what is causing it?
Closed a year ago
Custom Search Space for ImageClassification
Updated a year ago
Bug:
Updated a year ago
Is there a table of Keras and AutoKeras, or which TF2 version should be installed for the latest AutoKeras?
Updated a year ago1
Autokeras in subprocess
Closed a year ago
Bug: libdevice not found at ./libdevice / doesn't run on GPU
Closed a year ago3
scikit-learn.metrics import custom metric function
Closed a year ago1
TypeError trying to slice/index ak.Input
Updated a year ago
How to restrict the output of model to be positive
Updated a year ago
Feature: output the each-time searched parameters not only the best parameters/models
Updated a year ago
Bug: 'graph' is referenced before assignment in auto_model.py error
Updated a year ago
Feature: Integration with sklearn-evaluation
Updated a year ago
Bug: WARNING:tensorflow:Detecting that an object or model or tf.train.Checkpoint. Not sure how to solve
Closed a year ago
Bug: While using model_checkpoint_callback from keras every +- 2000 epochs an error occurs.
Closed a year ago2
error : KeyError: 'text_block_1/conv_block_1/filters_0_1' with textclassifier
Closed a year ago9
Bug: Cast string to float is not supported ImageClassifier
Closed a year ago2
Cast string to float is not supported / Failed to convert a NumPy array to a Tensor (Unsupported object type float)
Closed a year ago2
Bug: AutoModel constructor does not scale well.
Updated a year ago1
Feature: TabNet support for structured data
Updated 2 years ago
Export the network architecture and re-train with a different dataset.
Updated 2 years ago1