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AttributeError: module 'blobcity.main.modelSelection' has no attribute 'getKFold'
I have really simple code model = bc.train(df=df, target='score', features=['brand', 'category', 'source'])
Fails with following error
[/usr/local/lib/python3.7/dist-packages/blobcity/main/driver.py](https://localhost:8080/#) in train(file, df, target, features, model_types, accuracy_criteria, disable_colinearity, epochs, max_neural_search)
76
77 accuracy_criteria= accuracy_criteria if accuracy_criteria<=1.0 else (accuracy_criteria/100)
---> 78 modelClass = model_search(dataframe=CleanedDF,target=target,DictClass=dict_class,disable_colinearity=disable_colinearity,model_types=model_types,accuracy_criteria=accuracy_criteria,epochs=epochs,max_neural_search=max_neural_search)
79 modelClass.yamldata=dict_class.getdict()
80 modelClass.feature_importance_=dict_class.feature_importance if(features==None) else calculate_feature_importance(CleanedDF.drop(target,axis=1),CleanedDF[target],dict_class)
[/usr/local/lib/python3.7/dist-packages/blobcity/main/modelSelection.py](https://localhost:8080/#) in model_search(dataframe, target, DictClass, disable_colinearity, model_types, accuracy_criteria, epochs, max_neural_search)
289
290 elif model_types=='all':
--> 291 modelResult=classic_model(ptype,dataframe,target,X,Y,DictClass,modelsList,accuracy_criteria,4)
292 if modelResult[2]<accuracy_criteria:
293 gpu_num=tf.config.list_physical_devices('GPU')
[/usr/local/lib/python3.7/dist-packages/blobcity/main/modelSelection.py](https://localhost:8080/#) in classic_model(ptype, dataframe, target, X, Y, DictClass, modelsList, accuracy_criteria, stages)
206 print("Quick Search(Stage 1 of {}) is skipped".format(stages))
207 best=train_on_full_data(X,Y,modelsList,modelsList,DictClass,stages)
--> 208 modelResult = Tuner.tune_model(dataframe,target,best,modelsList,ptype,accuracy_criteria,DictClass,stages)
209 return modelResult
210
[/usr/local/lib/python3.7/dist-packages/blobcity/config/tuner.py](https://localhost:8080/#) in tune_model(dataframe, target, modelkey, modelList, ptype, accuracy, DictionaryClass, stages)
203 prog=Progress()
204 X,Y=dataframe.drop(target,axis=1),dataframe[target]
--> 205 cv=modelSelection.getKFold(X)
206 get_param_list(modelkey,modelList)
207 EarlyStopper.criterion=accuracy
AttributeError: module 'blobcity.main.modelSelection' has no attribute 'getKFold'
I use Google Colab, python3.7.13, latest version of all libs installed with :
!pip install git+https://github.com/keras-team/keras-tuner.git
!pip install autokeras
!pip install blobcity
My df consists of 3 categorical features (source, brand, category) used to predict float score
On my personal CPU, with python3.10 and same libs config, it does not fail at this step.
@NicolasMICAUX we tried to reproduce the issue on Colab for multiple similar datasets but didn't encounter the same issue.
for the installation procedure on colab, we did only
!pip install autokeras
!pip install blobcity
can you try only installing these two dependencies?
if the issue still exists, if possible do share your Colab notebook over here.