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I wrote pandas2numpy [0] it helps you turn a pandas dataframe into one (or two if you have categorical variables) numpy tensors ready to be pushed into a deep l
by nestorD 5y ago
I wrote pandas2numpy [0] it helps you turn a pandas dataframe into one (or two if you have categorical variables) numpy tensors ready to be pushed into a deep learning framework.
It can deal with continuous data, categorical data, normalisation of the data, log scale and NA.
I found it really useful to work on tabular data and, since it uses numpy, it is agnostic to the deep-learning framework used.
[0]: https://github.com/nestordemeure/pandas2numpy https://github.com/nestordemeure/pandas2numpy