for PyPI

Author: hoxo-m

README.md

@@ -96,18 +96,17 @@ plt.show()
 ## 2\. Installation
 
 You can install the package from
-[PyPI](https://pypi.org/project/densratio/). To install **densratio**,
-simply use pipenv (or pip, of course):
+[PyPI](https://pypi.org/project/densratio/). 
 
 ``` :sh
-$ pipenv install densratio
+$ pip install densratio
 ```
 
 Also, you can install the package from
 [GitHub](https://github.com/hoxo-m/densratio_py).
 
 ``` :sh
-$ pipenv install git+https://github.com/hoxo-m/densratio_py.git
+$ pip install git+https://github.com/hoxo-m/densratio_py.git
 ```
 
 The source code for **densratio** package is available on GitHub at

README.rmd

@@ -4,7 +4,8 @@ author: Koji MAKIYAMA (hoxo_m), Ameya Daigavane (ameya98)
 output:
   md_document:
     variant: gfm
-  html_document
+  html_document:
+    keep_md: false
 ---
 
 <!-- README.md is generated from README.Rmd. Please edit that file -->
@@ -113,16 +114,15 @@ plt.show()
 ## 2. Installation
 
 You can install the package from [PyPI](https://pypi.org/project/densratio/).
-To install **densratio**, simply use pipenv (or pip, of course):
 
 ```:sh
-$ pipenv install densratio
+$ pip install densratio
 ```
 
 Also, you can install the package from [GitHub](https://github.com/hoxo-m/densratio_py).
 
 ```:sh
-$ pipenv install git+https://github.com/hoxo-m/densratio_py.git
+$ pip install git+https://github.com/hoxo-m/densratio_py.git
 ```
 
 The source code for **densratio** package is available on GitHub at https://github.com/hoxo-m/densratio_py.

setup.py

@@ -7,7 +7,7 @@
 
 setup(
     name='densratio',
-    version='0.2.1',
+    version='0.2.2',
     description='A Python Package for Density Ratio Estimation',
     long_description=long_description,
     long_description_content_type='text/markdown',
@@ -20,7 +20,7 @@
         'Programming Language :: Python :: 3.7',
         'Topic :: Scientific/Engineering :: Artificial Intelligence',
     ],
-    keywords='density ratio, anomaly detection, change point detection, covariate shift',
+    keywords='density ratio estimation, anomaly detection, change point detection, covariate shift',
     packages=find_packages(exclude=('tests', 'docs')),
     install_requires=['numpy'],
     project_urls={