v1.0.3 (#5)

* Examples folder rename

* README updates

* Minor sequential Entropy Pooling example update

* Poetry update

README.md

@@ -1,6 +1,6 @@
 [![pytest](https://github.com/fortitudo-tech/entropy-pooling/actions/workflows/tests.yml/badge.svg)](https://github.com/fortitudo-tech/entropy-pooling/actions/workflows/tests.yml)
 [![codecov](https://codecov.io/gh/fortitudo-tech/entropy-pooling/graph/badge.svg?token=XGIQ78ZLDN)](https://codecov.io/gh/fortitudo-tech/entropy-pooling)
-[![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/fortitudo-tech/entropy-pooling/HEAD?labpath=example)
+[![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/fortitudo-tech/entropy-pooling/HEAD?labpath=examples)
 
 Entropy Pooling in Python
 =========================
@@ -14,7 +14,7 @@ with just scipy. See [this example](https://github.com/fortitudo-tech/entropy-po
 for how you can import and use the ep function.
 
 You can explore the example without local installations using
-[Binder](https://mybinder.org/v2/gh/fortitudo-tech/entropy-pooling/HEAD?labpath=example).
+[Binder](https://mybinder.org/v2/gh/fortitudo-tech/entropy-pooling/HEAD?labpath=examples).
 
 Installation instructions
 -------------------------
@@ -51,7 +51,7 @@ a causal Bayesian nets overlay on top of Entropy Pooling, see
 Video walkthroughs
 ------------------
 
-Video walkthroughs of the two notebook examples for this package are available here
-https://youtu.be/hDt103zEML8 and here https://youtu.be/DK1Pv5tuLgo. The videos give
-additional insights into the Entropy Pooling theory and its sequential refinements.
-It is highly encouraged to watch these two quickly increase your understanding.
+Video walkthroughs of the two notebook examples are available here https://youtu.be/hDt103zEML8
+and here https://youtu.be/DK1Pv5tuLgo. The videos give additional insights into
+Entropy Pooling theory and its sequential refinements. It is highly encouraged
+to watch these two quickly increase your understanding.

example/2_SequentialEntropyPooling.ipynb → examples/2_SequentialEntropyPooling.ipynb

@@ -9,7 +9,7 @@
     "\n",
     "At the end, there is an example of how to apply Entropy Pooling in a sequential way for even better results. For more on sequential Entropy Pooling, see https://ssrn.com/abstract=3936392. For a video walkthrough of the article and its accompanied code, see https://youtu.be/hDt103zEML8.\n",
     "\n",
-    "You can watch a video walkthrough of the example and learn more about Entropy Pooling here: https://youtu.be/DK1Pv5tuLgo."
+    "You can watch a video walkthrough of this example and learn more about Entropy Pooling here: https://youtu.be/DK1Pv5tuLgo."
    ]
   },
   {

pyproject.toml

@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "entropy-pooling"
-version = "1.0.2"
+version = "1.0.3"
 description = "Entropy Pooling in Python with a BSD 3-Clause license."
 authors = ["Fortitudo Technologies <[email protected]>"]
 license = "BSD-3-Clause"