Skip to content

keras apply threshold for loss function

I am developing a Keras model. My dataset is badly unbalanced, so I want to set a threshold for training and testing. If I’m not mistaken, when doing a backward propagation, neural network checks the predicted values with the original ones and calculate the error and based on the error, set new weights …

Compiling and executing simple user defined code in Python

I want to allow my users a way to run very simple Python functions for a project. Of course, eval() comes to mind, but it is a huge risk. After thinking about it for a time, I realized that most of the functions that a user might need are very rudimentary, similar to the most common excel functions. So I

Pandas .isin on column entries containing lists

I am trying to filter a dataframe using the isin() function by passing in a list and comparing with a dataframe column that also contains lists. This is an extension of the question below: How to implement ‘in’ and ‘not in’ for Pandas dataframe For example, instead of having one countr…