Fixed code misspelling

CHANGELOG.md

@@ -8,6 +8,7 @@ All notable changes to this project will be documented in this file.
 - sphinx docs script
 ### Fixed
 - hal hidden ls
+- code misspelling
 
 ## 4.6
 ### Added
@@ -152,7 +153,7 @@ All notable changes to this project will be documented in this file.
 ### Added
 - .pdf and .html docs generated with epydoc (I'm not enough brave to try sphinx)
 ### Changed
-- Refactored Changelog (didn't you see??)
+- Refactored changelog
 
 ## 4.3.0.1
 ### Changed

README.md

@@ -1,9 +1,12 @@
 # HAL: Handy Algorithmic Library
 
-[![Build Status](https://travis-ci.org/sirfoga/pyhal.svg?branch=master)](https://travis-ci.org/sirfoga/pyhal) [![FOSSA Status](https://app.fossa.io/api/projects/git%2Bhttps%3A%2F%2Fgithub.com%2Fsirfoga%2Fpyhal.svg?type=shield)](https://app.fossa.io/projects/git%2Bhttps%3A%2F%2Fgithub.com%2Fsirfoga%2Fpyhal?ref=badge_shield) [![PyPI version](https://badge.fury.io/py/PyHal.svg)](https://pypi.org/project/PyHal/) [![Code Health](https://landscape.io/github/sirfoga/pyhal/master/landscape.svg?style=flat)](https://landscape.io/github/sirfoga/hal/master)
+[![Build Status](https://travis-ci.org/sirfoga/pyhal.svg?branch=master)](https://travis-ci.org/sirfoga/pyhal) [![FOSSA Status](https://app.fossa.io/api/projects/git%2Bhttps%3A%2F%2Fgithub.com%2Fsirfoga%2Fpyhal.svg?type=shield)](https://app.fossa.io/projects/git%2Bhttps%3A%2F%2Fgithub.com%2Fsirfoga%2Fpyhal?ref=badge_shield) [![Code Health](https://landscape.io/github/sirfoga/pyhal/master/landscape.svg?style=flat)](https://landscape.io/github/sirfoga/hal/master)
 
 [![Coverage Status](https://coveralls.io/repos/github/sirfoga/pyhal/badge.svg?branch=master)](https://coveralls.io/github/sirfoga/pyhal?branch=master)
 ![pylint Score](https://mperlet.de/pybadge/badges/8.78.svg)
+
+[![PyPI version](https://badge.fury.io/py/PyHal.svg)](https://pypi.org/project/PyHal/) [![Documentation Status](https://readthedocs.org/projects/pyhal/badge/?version=latest)](http://pyhal.readthedocs.io/en/latest/?badge=latest)
+
 <!-- [![Stories in Ready](https://badge.waffle.io/sirfoga/hal.svg?label=ready&title=Ready)](http://waffle.io/sirfoga/hal) -->
 
 *A multipurpose library to perform great stuff in the most easy, short and pythonic way.*
@@ -20,6 +23,7 @@
 ### Python dependencies
 Take a look [here](https://github.com/sirfoga/pyhal/blob/master/setup.py#L58) for the complete and updated list
 - bs4
+- colorama
 - Crypto
 - lxml
 - matplotlib
@@ -48,6 +52,7 @@ Take a look at the [Java API](https://github.com/sirfoga/jhal) for the Java equi
 - you can browse the [html](docs/doxygen/html/index.html) (or if you prefer the [epydoc docs](docs/epydoc/html/index.html))
 - there is also the [pdf](docs/doxygen/pdf/api.pdf) version (for the epydoc pdfs go [here](docs/epydoc/pdf)
 - download the repository and open the [sphinx](docs/sphinx/_build/html/index.html) documentation
+- read online at the official [readthedocs](http://pyhal.readthedocs.io) web-page
 
 
 ## Questions and issues

hal/charts/bars.py

@@ -113,7 +113,7 @@ def create_multiple_bar_chart(title, x_labels, mul_y_values, mul_y_labels,
     return ax1
 
 
-def create_symlog_bar_chart(title, x_labels, y_values, y_label):
+def create_sym_log_bar_chart(title, x_labels, y_values, y_label):
     """
     :param title: str
         Title of chart
@@ -124,9 +124,9 @@ def create_symlog_bar_chart(title, x_labels, y_values, y_label):
     :param y_label: str
         Label of y axis
     :return: return
-        Symlog bar chart
+        Sym-log bar chart
     """
 
     ax1 = create_bar_chart(title, x_labels, y_values, y_label)
-    ax1.set_yscale("symlog", linthreshy=1e-12)  # logarithmic plot
+    ax1.set_yscale("sym-log", linthreshy=1e-12)  # logarithmic plot
     return ax1

hal/charts/correlation.py

@@ -49,4 +49,4 @@ def create_correlation_matrix_plot(correlation_matrix, title, feature_list):
                      cmap=cm.get_cmap("jet", 30))
     fig.colorbar(cax, ticks=np.linspace(-1, 1, 21))
 
-    pyplot.gcf().subplots_adjust(bottom=0.25)  # include xlabels
+    pyplot.gcf().subplots_adjust(bottom=0.25)  # include x-labels