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Use for data science questions related to the programming language Python. Not intended for general coding questions (which should be asked on Stack Overflow).

1 vote
1 answer
11k views

How to change a cell in Pandas dataframe with respective frequency of the cell in respective...

I have a pandas dataframe with binary value columns. I would like to replace values in each cell with its frequency in rspective column in place. My question is how to keep track of the current column …
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31 votes
8 answers
157k views

How to count the number of missing values in each row in Pandas dataframe?

How can I get the number of missing value in each row in Pandas dataframe. I would like to split dataframe to different dataframes which have same number of missing values in each row. Any suggestion …
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3 votes
3 answers
2k views

How to prepare data for LSTM time series prediction

I have a binary classification task for time series data. Every 14 rows in my CSV is relevant to one time slot. How should I prepare this data to be used in LSTM? In other word how to feed the model w …
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  • 2,927
245 votes
10 answers
356k views

What's the difference between fit and fit_transform in scikit-learn models?

I do not understand the difference between the fit and fit_transform methods in scikit-learn. Can anybody explain simply why we might need to transform data? What does it mean, fitting a model on trai …
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