Pr2 fixes (#5)

* fix Modin_vs_Pandas
* fixed Modin_GettingStarted
* fixed IntelTensorFlow_GettingStarted
* fix IntelPython_daal4py_GettingStarted
* fix IntelPython_XGBoost_GettingStarted
* fix JobRecommendationSystem
* fix Intel_Extension_for_SKLearn_Performance_SVC_Adult
* fix IntelPython_daal4py_DistributedKMeans and IntelPython_daal4py_DistributedLinearRegression
* fix IntelPython_XGBoost_daal4pyPrediction
* fix IntelTensorFlow_Enabling_Auto_Mixed_Precision_for_TransferLearning and remove unnecessary ipykernel module
* fixed IntelTensorFlow_Horovod_Distributed_Deep_Learning
* update some versions
* clean metadata and output from notebooks
* fix IntelTensorFlow_TextGeneration_with_LSTM
* fix INC_QuantizationAwareTraining_TextClassification
* remove deprecated samples

Author: eleemhui

AI-and-Analytics/End-to-end-Workloads/JobRecommendationSystem/JobRecommendationSystem.ipynb

@@ -7,13 +7,12 @@ authors = [
 ]
 license = {text = "MIT"}
 readme = "README.md"
-requires-python = ">=3.11"
+requires-python = ">=3.11, <3.12"
 dependencies = [
     "accelerate>=1.4.0",
     "datasets>=3.3.2",
     "intel-extension-for-tensorflow>=2.15.0.2",
     "intel-extension-for-tensorflow-lib>=2.15.0.2.2",
-    "ipykernel>=6.29.5",
     "jinja2>=3.1.6",
     "matplotlib>=3.10.1",
     "nltk>=3.9.1",
@@ -26,7 +25,6 @@ dependencies = [
 ]
 [dependency-groups]
 dev = [
-    "ipykernel>=6.29.5",
     "jupyter>=1.1.1",
 ]
 [[tool.uv.index]]

AI-and-Analytics/End-to-end-Workloads/JobRecommendationSystem/pyproject.toml

@@ -13,14 +13,14 @@
       {
         "env": [
           "pip install uv==0.6.3",
-          "uv sync",
-          "uv run python -m ipykernel install --user --name=JobRecommendationSystem_py"
+          "source /opt/intel/oneapi/setvars.sh",
+          "uv sync"
         ],
         "id": "JobRecommendationSystem_py",
         "steps": [
           "uv run spacy download en_core_web_sm",
           "uv run JobRecommendationSystem.py",
-          "uv run jupyter nbconvert --ExecutePreprocessor.enabled=True --ExecutePreprocessor.kernel_name=JobRecommendationSystem_py --to notebook JobRecommendationSystem.ipynb"
+          "uv run jupyter nbconvert --ExecutePreprocessor.enabled=True --to notebook JobRecommendationSystem.ipynb"
         ]
       }
     ]