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Showing posts with the label Machine Learning

Is There A Way To Suitably Adjust This Sklearn Logistic Regression Function To Account For Multiple Independent Variables And Fixed Effects?

I would like to adapt the LogitRegression function included below to include additional independent… Read more Is There A Way To Suitably Adjust This Sklearn Logistic Regression Function To Account For Multiple Independent Variables And Fixed Effects?

How To Handle Lstms With Many Features In Python?

I have a binary classification problem. I use the following keras model to do my classification. in… Read more How To Handle Lstms With Many Features In Python?

Tensorflow-io Dataset Input Pipeline With Very Large Hdf5 Files

I have very big training (30Gb) files. Since all the data does not fit in my available RAM, I want … Read more Tensorflow-io Dataset Input Pipeline With Very Large Hdf5 Files

How To Efficiently Split Scipy Sparse And Numpy Arrays Into Smaller N Unequal Chunks?

After checking the documentation and this question I tried to split a numpy array and a sparse scip… Read more How To Efficiently Split Scipy Sparse And Numpy Arrays Into Smaller N Unequal Chunks?

Python/keras - How To Access Each Epoch Prediction?

I'm using Keras to predict a time series. As standard I'm using 20 epochs. I want to check … Read more Python/keras - How To Access Each Epoch Prediction?

Non-identical Results From String Identifier And Actual Class Names For Activations, Loss Functions, And Metrics

I have the following keras model that is working fine: model = tf.keras.Sequential( [ #fir… Read more Non-identical Results From String Identifier And Actual Class Names For Activations, Loss Functions, And Metrics