update: all notebooks; bump: v0.1.8;

elhananby · Jan 31, 2025 · e7b7d6c · e7b7d6c
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diff --git a/README.md b/README.md
@@ -77,5 +77,5 @@ And a few more examples on selective topics:
 -   [Utils](https://github.com/circstat/pycircstat2/blob/main/examples/T0-utils.ipynb)
 -   [Descriptive Statistics](https://github.com/circstat/pycircstat2/blob/main/examples/T1-descriptive-statistics.ipynb)
 -   [Hypothesis Testing](https://github.com/circstat/pycircstat2/blob/main/examples/T2-hypothesis-testing.ipynb)
--   [Circular Models](https://github.com/circstat/pycircstat2/blob/main/examples/T3-circular-models.ipynb)
+-   [Circular Models](https://github.com/circstat/pycircstat2/blob/main/examples/T3-circular-distributions.ipynb)
 -   [Regression](https://github.com/circstat/pycircstat2/blob/main/examples/T4-regression.ipynb)
diff --git a/docs/docs/images/circ-mod-cardioid.png b/docs/docs/images/circ-mod-cardioid.png
diff --git a/docs/docs/images/circ-mod-cartwright.png b/docs/docs/images/circ-mod-cartwright.png
diff --git a/docs/docs/images/circ-mod-circularuniform.png b/docs/docs/images/circ-mod-circularuniform.png
diff --git a/docs/docs/images/circ-mod-inverse-batschelet.png b/docs/docs/images/circ-mod-inverse-batschelet.png
diff --git a/docs/docs/images/circ-mod-jonespewsey-asym.png b/docs/docs/images/circ-mod-jonespewsey-asym.png
diff --git a/docs/docs/images/circ-mod-jonespewsey-sineskewed.png b/docs/docs/images/circ-mod-jonespewsey-sineskewed.png
diff --git a/docs/docs/images/circ-mod-jonespewsey.png b/docs/docs/images/circ-mod-jonespewsey.png
diff --git a/docs/docs/images/circ-mod-triangular.png b/docs/docs/images/circ-mod-triangular.png
diff --git a/docs/docs/images/circ-mod-vonmises-flat-topped.png b/docs/docs/images/circ-mod-vonmises-flat-topped.png
diff --git a/docs/docs/images/circ-mod-vonmises.png b/docs/docs/images/circ-mod-vonmises.png
diff --git a/docs/docs/images/circ-mod-wrapcauchy.png b/docs/docs/images/circ-mod-wrapcauchy.png
diff --git a/docs/docs/images/circ-mod-wrapnorm.png b/docs/docs/images/circ-mod-wrapnorm.png
diff --git a/docs/docs/images/circ-mod-wrapstable.png b/docs/docs/images/circ-mod-wrapstable.png
diff --git a/docs/docs/index.md b/docs/docs/index.md
@@ -70,5 +70,5 @@ And a few more examples on selective topics:
 -   [Utils](https://github.com/circstat/pycircstat2/blob/main/examples/T0-utils.ipynb)
 -   [Descriptive Statistics](https://github.com/circstat/pycircstat2/blob/main/examples/T1-descriptive-statistics.ipynb)
 -   [Hypothesis Testing](https://github.com/circstat/pycircstat2/blob/main/examples/T2-hypothesis-testing.ipynb)
--   [Circular Models](https://github.com/circstat/pycircstat2/blob/main/examples/T3-circular-models.ipynb)
+-   [Circular Models](https://github.com/circstat/pycircstat2/blob/main/examples/T3-circular-distributions.ipynb)
 -   [Regression](https://github.com/circstat/pycircstat2/blob/main/examples/T4-regression.ipynb)
diff --git a/examples/B1-Fisher-1993.ipynb b/examples/B1-Fisher-1993.ipynb
diff --git a/examples/B2-Zar-2010.ipynb b/examples/B2-Zar-2010.ipynb
diff --git a/examples/B3-Pewsey-2014.ipynb b/examples/B3-Pewsey-2014.ipynb
diff --git a/examples/T0-utils.ipynb b/examples/T0-utils.ipynb
@@ -305,14 +305,14 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Last updated: 2024-12-18 16:54:33CET\n",
+      "Last updated: 2025-01-31 14:46:06CET\n",
       "\n",
       "Python implementation: CPython\n",
       "Python version       : 3.12.8\n",
-      "IPython version      : 8.30.0\n",
+      "IPython version      : 8.31.0\n",
       "\n",
-      "numpy      : 2.2.0\n",
-      "pycircstat2: 0.1.7\n",
+      "pycircstat2: 0.1.8\n",
+      "numpy      : 2.2.2\n",
       "\n",
       "Watermark: 2.5.0\n",
       "\n"
@@ -327,7 +327,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": ".circstat",
+   "display_name": ".venv",
    "language": "python",
    "name": "python3"
   },

diff --git a/examples/T1-descriptive-statistics.ipynb b/examples/T1-descriptive-statistics.ipynb
@@ -420,7 +420,7 @@
       "median                    279.0                     247.5                     245.0               \n",
       "mean                      280.8                     248.7                     247.6               \n",
       "95% median CI             [245. 315.]               [229. 277.]               [229. 267.]         \n",
-      "95% bootstrap mean CI     [264.7 299.2]             [225.6 269.1]             [227.5 257.7]       \n",
+      "95% bootstrap mean CI     [263.6 300.2]             [221.5 266. ]             [231.9 262.4]       \n",
       "95% large-sample mean CI  -                         -                         [232.7 262.5]       \n"
      ]
     }
@@ -481,14 +481,14 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Last updated: 2024-12-18 16:54:42CET\n",
+      "Last updated: 2025-01-31 14:46:18CET\n",
       "\n",
       "Python implementation: CPython\n",
       "Python version       : 3.12.8\n",
-      "IPython version      : 8.30.0\n",
+      "IPython version      : 8.31.0\n",
       "\n",
-      "numpy      : 2.2.0\n",
-      "pycircstat2: 0.1.7\n",
+      "numpy      : 2.2.2\n",
+      "pycircstat2: 0.1.8\n",
       "\n",
       "Watermark: 2.5.0\n",
       "\n"
@@ -503,7 +503,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": ".circstat",
+   "display_name": ".venv",
    "language": "python",
    "name": "python3"
   },

diff --git a/examples/T2-hypothesis-testing.ipynb b/examples/T2-hypothesis-testing.ipynb
@@ -76,13 +76,13 @@
       "\n",
       "Test Statistics  (ρ | z-score): 0.82522 | 5.44787\n",
       "P-value: 0.00185 **\n",
-      "Bootstrap P-value: 0.00900 **\n"
+      "Bootstrap P-value: 0.00690 **\n"
      ]
     },
     {
      "data": {
       "text/plain": [
-       "RayleighTestResult(r=np.float64(0.8252177448200448), z=np.float64(5.4478746109270455), pval=np.float64(0.0018516375077209267), bootstrap_pval=np.float64(0.009))"
+       "RayleighTestResult(r=np.float64(0.8252177448200448), z=np.float64(5.4478746109270455), pval=np.float64(0.0018516375077209267), bootstrap_pval=np.float64(0.0069))"
       ]
      },
      "execution_count": 2,
@@ -403,7 +403,7 @@
       "HA: not symmetrical around median\n",
       "\n",
       "Test Statistics: 14.50000\n",
-      "P-value: 0.74219 \n"
+      "P-value: 0.66406 \n"
      ]
     }
    ],
@@ -688,14 +688,14 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Last updated: 2024-12-19 14:52:45CET\n",
+      "Last updated: 2025-01-31 14:47:26CET\n",
       "\n",
       "Python implementation: CPython\n",
       "Python version       : 3.12.8\n",
-      "IPython version      : 8.30.0\n",
+      "IPython version      : 8.31.0\n",
       "\n",
-      "pycircstat2: 0.1.7\n",
-      "numpy      : 2.2.0\n",
+      "pycircstat2: 0.1.8\n",
+      "numpy      : 2.2.2\n",
       "\n",
       "Watermark: 2.5.0\n",
       "\n"
@@ -710,7 +710,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": ".circstat",
+   "display_name": ".venv",
    "language": "python",
    "name": "python3"
   },

diff --git a/examples/T3-circular-distributions.ipynb b/examples/T3-circular-distributions.ipynb
diff --git a/examples/T3-circular-models.ipynb b/examples/T3-circular-models.ipynb
diff --git a/examples/T4-regression.ipynb b/examples/T4-regression.ipynb
diff --git a/pycircstat2/version.py b/pycircstat2/version.py
@@ -1 +1 @@
-__version__ = "0.1.7"
+__version__ = "0.1.8"
diff --git a/pyproject.toml b/pyproject.toml
@@ -4,7 +4,7 @@ build-backend = "setuptools.build_meta"
 
 [project]
 name = "pycircstat2"
-version = "0.1.7"  
+version = "0.1.8"  
 description = "Circular statistcs with Python."
 authors = [
 ]
@@ -25,6 +25,8 @@ dev = [
     "mkdocs",
     "mkdocs-material-extensions",
     "mkdocstrings[python]",
+    "watermark",
+    "polars",
 ]
 
 [tool.setuptools]