fortitudo-tech · antonvorobets · Mar 14, 2024 · Mar 14, 2024 · Mar 14, 2024 · Mar 14, 2024
diff --git a/README.md b/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.
diff --git a/example/1_EntropyPooling.ipynb → examples/1_EntropyPooling.ipynb b/example/1_EntropyPooling.ipynb → examples/1_EntropyPooling.ipynb
diff --git a/example/2_SequentialEntropyPooling.ipynb → examples/2_SequentialEntropyPooling.ipynb b/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."
    ]
   },
   {

diff --git a/poetry.lock b/poetry.lock
diff --git a/pyproject.toml b/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"
-Original file line number
+Diff line change
@@ Expand Up / @@ -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."
        ]
       },
       {
@@ Expand Down @@