Tim KamanininAngry at DrupalHow To Get List Field Values As Labels Instead Of KeysSo you have a regular list text field in your entity and instead of keys, you want to get values. How do you do that? Well as usual in…Feb 15, 2018Feb 15, 2018
Tim KamanininAngry at DrupalHow To Get A Title Of The Referenced EntitySo, I have a node that has an entity reference field field_book that points to another node (obviously, a Book node).Jan 31, 2018Jan 31, 2018
Tim KamanininteachmymachineTop 10 machine learning librariesNumpy/Scipy: numpy.org Scikit-Learn: scikit-learn.org Keras: keras.io TensorFlow: tensorflow.org Theano: deeplearning.net/software/theano…Sep 27, 2017Sep 27, 2017
Tim KamanininteachmymachineRegression And ClassificationSimply put regression is predicting values (price, speed, etc) and classification is predicting classes (category, type, yes/no, true /…Sep 23, 2017Sep 23, 2017
Tim KamanininteachmymachineHow To Save Trained ModelScikit-Learn offers a handy module for saving and loading trained models:Sep 23, 2017Sep 23, 2017
Tim KamanininteachmymachineEvaluating Model Performance via Cross-ValidationTo measure regression model performance, we use RMSE which stands for Root Mean Squared Error. You can do this easily with Scikit-Learn…Sep 21, 2017Sep 21, 2017
Tim KamanininteachmymachineHow To Split Pandas DataSet into Features and LabelsLet’s say you have a training data set as pandas data frame train_set. Before feeding it to a machine learning algorithm, you need to split…Sep 15, 2017Sep 15, 2017