Useful tips for everyday
How to train a RNN to write text? There are several ways we can formulate the task of training an RNN to write text, in…
How do I write a self study plan? How To Create Your Own Self-Directed Learning Plan Start with why you really want to learn a…
What should I learn for neural network? Having a good mathematical background, at least an undergraduate level will prove to be beyond helpful in grasping…
Do you think ordinary least squares and logistic regression yield equally valid results? Logistic regression results will be comparable to those of least square regression…
How is feature importance calculated in Scikit learn? Feature importance is calculated as the decrease in node impurity weighted by the probability of reaching that…
Is a TPU faster than a GPU? Google shared details about the performance of the custom-built Tensor Processing Unit (TPU) chip, designed for machine learning.…
What variables can be categorical? Examples of categorical variables are race, sex, age group, and educational level. While the latter two variables may also be…
Does CNN have vanishing gradient problem? 4 Answers. Convolutional neural networks (like standard sigmoid neural networks) do suffer from the vanishing gradient problem. The most…
Does random forest need cross validation? Yes, out-of-bag performance for a random forest is very similar to cross validation. Essentially what you get is leave-one-out…
Can a neural network prediction score be a probabilities? For example, outputs with a score of .75 should be correct 75 % of the time,…