v0.1.9

Author: givasile

CHANGELOG.md

@@ -1,5 +1,19 @@
 # Changelog
 
+## [0.1.8] - 2025-06-18
+
+### Added
+
+- NO2 real example
+
+### Fix 
+
+- fixed documentation errors, fixed node indexes
+
+### Changed
+
+- added dependecies to `requirement-dev.txt`
+
 ## [0.1.7] - 2025-05-08
 
 ### Added

docs/README.md

@@ -58,3 +58,7 @@ mkdocs serve
 ```
 
 
+
+## Connection between files
+
+`index.md` -> `/quickstart/readme_example.ipynb`

docs/docs/examples.md

@@ -14,4 +14,5 @@ Real Examples:
 
 - [Example 1 - Bike Sharing Dataset](./notebooks/real-examples/01_bike_sharing_dataset.md)
 - [Example 2 - California Housing Dataset](./notebooks/real-examples/02_california_housing.md)
-- [Example 3 - California Housing Dataset with TabPFN](./notebooks/real-examples/03_california_housing_tabpfn.md)
+- [Example 3 - California Housing Dataset with TabPFN](./notebooks/real-examples/03_california_housing_tabpfn.md)
+- [Example 4 - NO2](./notebooks/real-examples/04_no2.md)

docs/docs/index.md

@@ -23,7 +23,7 @@
 
 ---
 
-📖 [Documentation](./) | 🔍 [Intro to global and regional effects](./quickstart/global_and_regional_effects/) | 🔧 [API](./api/) | 🏗 [Examples](./examples)
+📖 [Documentation](./) | 🔍 [Intro to global and regional effects](./quickstart/global_and_regional_effects/) | 🔧 [API](./api_docs/) | 🏗 [Examples](./examples)
 
 ---
 
@@ -126,20 +126,20 @@ r_pdp.summary(
 Feature 3 - Full partition tree:
 🌳 Full Tree Structure:
 ───────────────────────
-hr 🔹 [id: 0 | heter: 0.43 | inst: 3476 | w: 1.00]
-    workingday = 0.00 🔹 [id: 1 | heter: 0.36 | inst: 1129 | w: 0.32]
-        temp ≤ 6.50 🔹 [id: 3 | heter: 0.17 | inst: 568 | w: 0.16]
-        temp > 6.50 🔹 [id: 4 | heter: 0.21 | inst: 561 | w: 0.16]
-    workingday ≠ 0.00 🔹 [id: 2 | heter: 0.28 | inst: 2347 | w: 0.68]
-        temp ≤ 6.50 🔹 [id: 5 | heter: 0.19 | inst: 953 | w: 0.27]
-        temp > 6.50 🔹 [id: 6 | heter: 0.20 | inst: 1394 | w: 0.40]
+hr 🔹 [id: 0 | heter: 0.24 | inst: 3476 | w: 1.00]
+    workingday = 0.00 🔹 [id: 1 | heter: 0.12 | inst: 1129 | w: 0.32]
+        temp ≤ 6.50 🔹 [id: 2 | heter: 0.06 | inst: 568 | w: 0.16]
+        temp > 6.50 🔹 [id: 3 | heter: 0.08 | inst: 561 | w: 0.16]
+    workingday ≠ 0.00 🔹 [id: 4 | heter: 0.12 | inst: 2347 | w: 0.68]
+        temp ≤ 8.76 🔹 [id: 5 | heter: 0.08 | inst: 1083 | w: 0.31]
+        temp > 8.76 🔹 [id: 6 | heter: 0.09 | inst: 1264 | w: 0.36]
 --------------------------------------------------
 Feature 3 - Statistics per tree level:
 🌳 Tree Summary:
 ─────────────────
-Level 0🔹heter: 0.41
-    Level 1🔹heter: 0.29 | 🔻0.12 (28.96%)
-        Level 2🔹heter: 0.18 | 🔻0.11 (36.75%)
+Level 0🔹heter: 0.24
+    Level 1🔹heter: 0.12 | 🔻0.12 (48.89%)
+        Level 2🔹heter: 0.08 | 🔻0.04 (31.11%)
 ```
 
 The summary of feature `hr` (hour) says that its effect on the output is highly dependent on the value of features:
@@ -330,4 +330,4 @@ Papers that have inspired `effector`:
   <img src="https://raw.githubusercontent.com/givasile/effector/main/docs/docs/static/aidapt_logo.png" width="130"/>
 
 - **XMANAI**  
-<img src="https://raw.githubusercontent.com/givasile/effector/main/docs/docs/static/xmanai_logo.jpg" width="70"/>
+<img src="https://raw.githubusercontent.com/givasile/effector/main/docs/docs/static/xmanai_logo.jpg" width="70"/>