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Spatial classification and regression using Scikit-learn and Rasterio

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Hi again! Thank you for this cool library! I was wondering: `load_training_vector` seems pretty slow (I have few thousands of points and 20 explanatory raster 300*300). I was wondering if...

Dear Perrygeo, to me it seems there is a bug in line 267 in _main.py. You use the index over the index_array for the strata. Later, in the load_training_raster function,...

As I understand it right now, `load_targets` is reading in full rasters into numpy arrays. On 32-bit systems, this will likely result in `MemoryError` problems. Is it possible to just...

I'm finding a few warnings in some required packages using these versions: pyimpute==0.1.2 scikit-learn==0.19.1 rasterio==1.0a12 https://github.com/perrygeo/pyimpute/blob/58706f44b0d29a9cfe98b97378e8cdb5490de5cd/src/pyimpute/_main.py#L8 DeprecationWarning: This module was deprecated in version 0.18 in favor of the model_selection module...

https://github.com/perrygeo/pyimpute/blob/master/src/pyimpute/_main.py#L141