Merge pull request #206 from yzhao062/development

V 0.8.1

.travis.yml

@@ -6,7 +6,7 @@ env:
     PIP_PREFER_BINARY=true # https://github.com/numba/llvmlite/issues/471
 
 python:
-  - "2.7"
+#  - "2.7"  # disabled due to keras https://travis-ci.org/github/yzhao062/pyod/jobs/703534508
 #  - "3.5"  # disabled for now as warning messages crash travis ci. turn it back in 3.5.7
   - "3.5-dev"  # 3.5 development branch
   - "3.6"

CHANGES.txt

@@ -103,6 +103,7 @@ v<0.7.9>, <04/20/2020> -- Relax the number of n_neighbors in ABOD and COF.
 v<0.7.9>, <05/01/2020> -- Extend Vanilla VAE to Beta VAE by Dr Andrij Vasylenko.
 v<0.7.9>, <05/01/2020> -- Add Conda Badge.
 v<0.8.0>, <05/18/2020> -- Update test frameworks by reflecting sklearn change.
+v<0.8.1>, <07/11/2020> -- Bug fix and documentation update
 
 
 

README.rst

@@ -79,7 +79,8 @@ Python Outlier Detection (PyOD)
 
 -----
 
-PyOD is a comprehensive and scalable **Python toolkit** for **detecting outlying objects** in 
+
+PyOD is a comprehensive and scalable **Python toolkit** for **detecting outlying objects** in
 multivariate data. This exciting yet challenging field is commonly referred as 
 `Outlier Detection <https://en.wikipedia.org/wiki/Anomaly_detection>`_
 or `Anomaly Detection <https://en.wikipedia.org/wiki/Anomaly_detection>`_.
@@ -172,6 +173,16 @@ or::
 ----
 
 
+The project is free of charge thanks to community sponsorship. Check out the banner below to support us :)
+
+
+.. image:: https://images.gitads.io/pyod
+   :target: https://tracking.gitads.io/?repo=pyod
+   :alt: sponsorship
+
+----
+
+
 Installation
 ^^^^^^^^^^^^
 

docs/index.rst

@@ -162,6 +162,17 @@ or::
 ----
 
 
+The project is free of charge thanks to community sponsorship. Check out the banner below to support us :)
+
+
+.. image:: https://images.gitads.io/pyod
+   :target: https://tracking.gitads.io/?repo=pyod
+   :alt: sponsorship
+
+
+----
+
+
 Implemented Algorithms
 ======================
 

environment.yml

@@ -1,6 +1,5 @@
 name: pyod
 dependencies:
-  - combo
   - keras
   - matplotlib
   - nose
@@ -9,6 +8,10 @@ dependencies:
   - pandas
   - scikit-learn
   - scipy
-  - suod
   - tensorflow
   - xgboost
+  - pip
+  - pip:
+      - suod
+      - combo
+

pyod/version.py

@@ -20,4 +20,4 @@
 # Dev branch marker is: 'X.Y.dev' or 'X.Y.devN' where N is an integer.
 # 'X.Y.dev0' is the canonical version of 'X.Y.dev'
 #
-__version__ = '0.8.0'  # pragma: no cover
+__version__ = '0.8.1'  # pragma: no cover