Quantile_Normalize | function implements quantile normalization | Data Visualization library
kandi X-RAY | Quantile_Normalize Summary
kandi X-RAY | Quantile_Normalize Summary
This function implements quantile normalization in python matrix
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- Performs quantiles normalization .
Quantile_Normalize Key Features
Quantile_Normalize Examples and Code Snippets
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QUESTION
I have a function that does some arithmetic stuff (quantile normalization) over either a numpy array or pandas dataframe. When you put in a ndarray, you should get back a ndarray, and when you put in a pandas dataframe you should get back a dataframe:
...ANSWER
Answered 2020-Aug-02 at 13:52When a library is missing type hints, every import will resolve to Any
. Both numpy
and pandas
aren't PEP 526 conform (not offering any type hints) and have no stubs in typeshed
, so both pd.DataFrame
and np.ndarray
will resolve to Any
, thus both overloads resolve to def quantile_normalize(data: Any) -> Any: ...
. To fix the issue, add stubs for numpy
and pandas
.
Either use existing type stubs - I use data-science-types
(PyPI, GitHub) which offer stubs for numpy
, pandas
and matplotlib
:
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
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No vulnerabilities reported
Install Quantile_Normalize
You can use Quantile_Normalize like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.
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