lec6

README.md

@@ -9,6 +9,8 @@
 | 19.09.2024 | [Разведочный анализ данных](./lectures/lec3-eda.odp) - [в формате pptx](./lectures/lec3-eda.pptx)  | 
 | 26.09.2024 | [MLFlow](./lectures/lec3-eda.odp) - [в формате pptx](./lectures/lec4-mlflow.pptx)  | 
 | 26.09.2024 | [MLFlow - практика](./assets/mlflow/research.ipynb)  | 
+| 26.09.2024 | [Feature engineering](./lectures/lec6-feature_engineering.odp) - [в формате pptx](./lectures/lec6-feature_engineering.odp) - код в [ноутбуке к mlflow](./assets/mlflow/research.ipynb) |
+
 
 ## Лабораторные работы
 

assets/mlflow/.gitignore

@@ -1,2 +1,5 @@
 mlartifacts*
-mlruns*
+mlruns*
+catboost_info
+*.zip
+*.pkl

assets/mlflow/comment.txt

@@ -1 +1,3 @@
-Model for estate
+python3 -m venv .venv_ml2
+source .venv_ml2/bin/activate
+pip install -r requirements.txt

assets/mlflow/requirements.txt

@@ -1,3 +1,4 @@
-numpy==2.1.1
 mlflow==2.16
-scikit-learn
+scikit-learn
+catboost
+numpy