rowsquared · VJausovec · Feb 10, 2026 · Feb 10, 2026 · Feb 11, 2026 · Feb 11, 2026
diff --git a/.gitignore b/.gitignore
@@ -259,4 +259,16 @@ cython_debug/
 #  option (not recommended) you can uncomment the following to ignore the entire idea folder.
 #.idea/
 
-embedded-assets/tmpo_c6_8gw.html
+.gitignore
+rissk_kedro/stats.json
+.vscode/mcp.json
+configuration/main.yaml
+rissk/prompt.md
+FEATURES_SCORES.md
+rissk_kedro/conf/base/catalog.yml
+FEATURES_SCORES_updated.md
+prompt.md
+markdown_docs/
+requirements_legacy.txt
+rissk_kedro/notebooks/
+rissk/utils/testing_utils.py
diff --git a/Kedro_vs_Legacy_Changelog.md b/Kedro_vs_Legacy_Changelog.md
diff --git a/Makefile b/Makefile
diff --git a/README.md b/README.md
diff --git a/configuration/environment/notebook_environment.yaml b/configuration/environment/notebook_environment.yaml
diff --git a/configuration/main.yaml b/configuration/main.yaml
diff --git a/env.yaml b/env.yaml
diff --git a/environment.yml b/environment.yml
@@ -1,42 +1,39 @@
-name: rissk
+name: rissk_kedro
 channels:
   - conda-forge
-  - defaults
 dependencies:
-  - python=3.9
-  # R and its dependencies
-  - r-base
+  - python=3.13
+  # R Core - 3.13 compatible binaries (not used in pipeline code)
+  - r-base>=4.4
   - r-ggplot2
   - r-dplyr
   - r-tidyr
-  - r-shiny
   - r-readr
-  - r-irkernel  # For running R in Jupyter Notebooks
   - r-stringr
-  # Interoperability
-  - rpy2  # For using R within Python
-  # Graphing libs
+  # Graphviz System Deps 
   - graphviz
-  - pygraphviz
-  # Other tools
+  - python-graphviz
+  - pydot              
   - pip
   - pip:
-      - jupyter_contrib_nbextensions
-      - awscli
-      - botocore
-      - loguru==0.7.3
-      - tqdm==4.67.1
-      - pandas==2.2.2
-      - seaborn==0.13.2
-      - docutils==0.16
-      - openpyxl==3.1.2
-      - pyarrow==15.0.2
-      - pyod==1.1.3
-      - python-dotenv==1.0.1
-      - pythresh==0.3.6
-      - ploomber==0.23.3
-      - ipywidgets==8.1.5
-      - typer==0.15.1
-      - boto3==1.35.88
-      - botocore==1.35.88
+      # Framework
+      - kedro==1.2.0
+      - kedro-viz>=12.3.0
+      - kedro-datasets[pandas,s3fs,excel,files]>=9.1.0 
+
+      # GUI
+      - nicegui>=1.4
+
+      # Core Stack
+      - rpy2>=3.6.4          
+      - pandas>=2.2.3
+      - numpy>=2.1.0         
+      - pyarrow>=18.0.0      
+
+      # Analysis Tools
+      - pyod>=1.1.5          
+      - pythresh>=1.0.3      
+      - tqdm>=4.67.0
+      - boto3>=1.35.0
+      - python-dotenv>=1.0.1
       - -e .
diff --git a/main.py b/main.py
diff --git a/notebooks/exploration/.gitkeep b/notebooks/exploration/.gitkeep
diff --git a/pipeline.yaml b/pipeline.yaml
diff --git a/pipelines/.gitkeep b/pipelines/.gitkeep
diff --git a/pipelines/feature_engineering/.gitkeep b/pipelines/feature_engineering/.gitkeep