NimbusML
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microsoft
Python machine learning package providing simple interoperability between ML.NET and scikit-learn components.
After running make_yaml.bat under src/python/docs/sphinx, the path of loading the image in type.md is not correct and needs to be adjusted manually **To Reproduce** Steps to reproduce the behavior: 1....
Currently when data is transformed as part of pipeline: ```pipeline.transform(data)``` the output is pandas dataframe. It would be good to return a pointer to a IDataView object and realize it...
The IID and SSA spike and changepoint detector transforms do not work with Python lists or numpy arrays. ```python import pandas as pd from nimbusml.time_series import IidSpikeDetector data = [5,...
The RangeFilter transform does not work with Python lists or numpy arrays. ```python import numpy as np from nimbusml.preprocessing.filter import RangeFilter data = [3.0, 3.2, 3.1, 4.0, 4.1, 4.2] #...
Consider this python based prediction server code: # One time setup model = Pipeline() model.load_model('model.zip') # Numerous multiple calls to predict: model.predict(data) ########################## Currently calls to predict(data) always make ML.NET...
In scikit-learn one can do: pca = PCA(n_components=n_digits).fit(data) estimator = KMeans(init=pca.components_, n_clusters=n_digits, n_init=1) Would be great to allow this in NimbusML
The types of parameters are not clear. For example, for [FFM](https://github.com/microsoft/NimbusML/blob/210b220f74d13ccb6586e034e83a5939ef395cef/src/python/nimbusml/decomposition/factorizationmachinebinaryclassifier.py#L53), we have doc ``` :param feature: see `Columns `_. :param label: see `Columns `_. :param weight: see `Columns `_....
We currently build native binaries, copy them into the python package root, and use setup.py to package them into the wheel. The best-practice way to do this is to specify...
I am trying a long-ish to train model; takes about 4 minutes, and I find the absence of any progress reporting unsettling. I think the same progress reporting that is...
Based on my current understanding from the [Data Schema concept page](https://review.docs.microsoft.com/en-us/nimbusml/concepts/schema?branch=smoke-test#dataschema-alterations), it seems that I can change the names/types of columns. However, can I read in only certain columns? I...
