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I have the names of the companies (in Russian). The name can contain abbreviations, words with capital letters, words with lowercase letters, and mixed words. The model is trained according...
Asked on 08/05/2021 by Gleb Shigin
0 answercreate modelmodel=Sequential()model.add(Dense(input_dim = 12, units = 10, activation='relu', kernel_initializer='uniform'))model.add(Dense(units = 8, activation='relu', kernel_initializer='uniform'))model.add(Dense(units = 1, activation='sigmoid', kernel_initializer='uniform'))print('Training the model...')Compile modelmodel.compile(optimizer='adam', loss='binary_crossentropy', metrics=['accuracy'])while running the model.fit()Fit the modelmodel.fit(X_train,y_train,batch_size=32,...
Asked on 08/05/2021
1 answerI am trying to detect anomalies in a battery output voltage for one month. I have the next data frame, as it is shown the data is collected each minute...
Asked on 08/05/2021
1 answerQuestion as in the title. Does bias equal to zero, is the same as, removing bias from the layer? Here's a pytorch implementation to showcase what I mean.class MLP_without_bias(torch.nn.Module):...
Asked on 08/04/2021 by Kyle_397
1 answerI am trying to port this little piece of R code to python:rf <- randomForest(features, proximity = T, oob.prox = T, ntree = 2000)dists <- as.dist(1 - rf$proximity)with parameters...
Asked on 08/04/2021
1 answerI'm working on developing a model with a highly imbalanced dataset (0.7% Minority class). To remedy the imbalance, I was going to oversample using algorithms from imbalanced-learn library. I had...
Asked on 08/04/2021
1 answerCould you please let me know how to set class-weight for imbalanced classes in KerasClassifier while it is used inside the GridSearchCV?# Use scikit-learn to grid search the batch...
Asked on 08/04/2021 by ebrahimi
1 answerI have a dataset for which I am trying to predict target variables.Col1 Col2 Col3 Col4 Col5...
Asked on 08/04/2021
6 answerI am trying to download the COCO dataset images using the following COCO API command:from pycocotools.coco import COCOimport requestscatIds = COCO.getCatIds(catNms=['person','dog', 'car'])...but am getting the following error message. Any...
Asked on 08/04/2021
2 answerMy model's performance depends on the train-test-split performed. I did 1000 train-test splits and had an average accuracy of 75.4 % and the accuracy had a standard deviation of 2.4...
Asked on 08/04/2021 by user5744148
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