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seaborn-qqplot's Issues

ImportError: cannot import name 'probability_plot'

In [64]: import seaborn_qqplot                                                                                                 
---------------------------------------------------------------------------
ImportError                               Traceback (most recent call last)
/hdd/.../scored_recommendations.py in <module>
----> 1 import seaborn_qqplot

~/.local/share/virtualenvs/competensor-kMQqw7qQ/lib/python3.6/site-packages/seaborn_qqplot/__init__.py in <module>
     29 # OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
     30 
---> 31 from seaborn_qqplot.plots import qqplot
     32 from seaborn_qqplot.version import version
     33 

~/.local/share/virtualenvs/competensor-kMQqw7qQ/lib/python3.6/site-packages/seaborn_qqplot/plots.py in <module>
     33 from scipy.stats import rv_continuous, t
     34 
---> 35 from seaborn_qqplot import probability_plot
     36 
     37 from pandas import DataFrame, Series

ImportError: cannot import name 'probability_plot'

low test coverage

test suite is not complete yet - need to write tests for transform and validation submodules

not integrated into anaconda

I can't see a "conda install seaborn_qqplot" option, and that substantially reduces the user-base and value of this package.
I personally think that quantile-plot is more useful than the ecdf, so it should get more support than it currently does.

installation guide version check

In the following part of the docs:

$ pip install seaborn-qqplot
To test the installation:

>> import seaborn-qqplot as sqp
>> sqp.__version__

should be import seaborn_qqplot as sqp (with an underscore).

t missing in util.py - error when plotting confidence intervals

Currently 't' doesn't seem to refer to anything in util.py line 86: q_t = t.ppf(p, df)
and throws an error when trying to plot confidence intervals.

is this supposed to be the student t distribution?
In that case "from scipy.stats import t" is missing at top of document.

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