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How to vectorize pandas operation

I have a dataset of house sales with timestamped Periods(per quarter). I want to adjust the price according to the house pricing index change per region. I have a separate dataframe with 3 columns, the Quarter, the Region and the % change in price. I am currently achieving this by iterating over both datafram…

Fix parameters of Gaussian mixture model, instead of learning

Let us say I have a dataset data that I use to fit a Gaussian mixture model: I now store the learnt covariances fit_model.covariances_, means fit_model.means_ and weights fit_model.weights_. From a different script, I want to read in the learnt parameters and define a Gaussian mixture model using them. How do…

Errors in installing keras using pip?

I am trying to install Keras library using pip in windows 10. I have all the requirements installed, python>=3.8, pip>=20.0.0, NumPy, pandas, matplotlib, virtualenv. But I’m getting the following error. I thought this error was caused due to improper installation of h5py & hdf5. I tried instal…

How to plot 3D points in Matplotlib

I have a question I have a dataset which contain 1200060 rows and 3 column. column contain points and I have to draw a 3D plot for it. I’m using the code below but I don’t know where is the error. error is: I tried this one too but unsuccessful this one run but didn’t show any output and usi…

Label dataframe column with a list

I have a dataframe column text I would like to create another column term by matching it with a list [‘apple’, ‘banana, melon’] The result I get However, I expected it to be I sense that it might be because I use a list but I don’t know how to make a loop in lambda itself Answer …