chore: add post-build artifact files for 2.3.1 release

build_artifacts/v2/v2.3/v2.3.1/CHANGELOG-cpu.md

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+# Change log: 2.3.1(cpu)
+
+## Upgrades: 
+
+Package | Previous Version | Current Version
+---|---|---
+jupyterlab|4.2.6|4.2.7
+langchain|0.3.15|0.3.17
+amazon-sagemaker-jupyter-scheduler|3.1.8|3.1.9
+fastapi|0.115.7|0.115.8
+mlflow|2.20.0|2.20.1

build_artifacts/v2/v2.3/v2.3.1/CHANGELOG-gpu.md

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+# Change log: 2.3.1(gpu)
+
+## Upgrades: 
+
+Package | Previous Version | Current Version
+---|---|---
+jupyterlab|4.2.6|4.2.7
+langchain|0.3.15|0.3.17
+amazon-sagemaker-jupyter-scheduler|3.1.8|3.1.9
+fastapi|0.115.7|0.115.8
+mlflow|2.20.0|2.20.1

build_artifacts/v2/v2.3/v2.3.1/RELEASE.md

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+# Release notes: 2.3.1
+
+Package | gpu| cpu
+---|---|---
+python|3.11.11|3.11.11
+numpy|1.26.4|1.26.4
+jinja2|3.1.5|3.1.5
+pytorch|2.4.1|2.4.1
+pandas|2.2.3|2.2.3
+altair|5.5.0|5.5.0
+boto3|1.36.3|1.36.3
+ipython|8.31.0|8.31.0
+jupyter-lsp|2.2.5|2.2.5
+jupyterlab|4.2.7|4.2.7
+amazon-q-developer-jupyterlab-ext|3.4.5|3.4.5
+langchain|0.3.17|0.3.17
+jupyter-ai|2.29.0|2.29.0
+amazon-sagemaker-jupyter-ai-q-developer|1.0.16|1.0.16
+jupyter-scheduler|2.10.0|2.10.0
+amazon-sagemaker-jupyter-scheduler|3.1.9|3.1.9
+amazon-sagemaker-sql-magic|0.1.3|0.1.3
+jupyterlab-lsp|5.0.3|5.0.3
+amazon_sagemaker_sql_editor|0.1.14|0.1.14
+scipy|1.15.1|1.15.1
+matplotlib-base|3.10.0|3.10.0
+scikit-learn|1.5.2|1.5.2
+evaluate|0.4.1|0.4.1
+sentencepiece|0.1.99|0.1.99
+pip|24.3.1|24.3.1
+torchvision|0.19.1|0.19.1
+autogluon|1.2.0|1.2.0
+ipywidgets|8.1.5|8.1.5
+notebook|7.2.2|7.2.2
+aws-glue-sessions|1.0.8|1.0.8
+libmamba|1.5.12|1.5.12
+conda|24.11.3|24.11.3
+dash|2.18.1|2.18.1
+docker-cli|27.5.1|27.5.1
+uvicorn|0.34.0|0.34.0
+fastapi|0.115.8|0.115.8
+git-remote-codecommit|1.16|1.16
+jupyter-activity-monitor-extension|0.3.1|0.3.1
+jupyter-collaboration|2.1.5|2.1.5
+jupyter-dash|0.4.2|0.4.2
+jupyter-server-proxy|4.4.0|4.4.0
+jupyterlab-git|0.50.2|0.50.2
+keras|3.8.0|3.8.0
+langchain-aws|0.2.10|0.2.10
+mlflow|2.20.1|2.20.1
+py-xgboost-gpu|2.1.3| 
+pyhive|0.7.0|0.7.0
+python-gssapi|1.9.0|1.9.0
+python-lsp-server|1.12.0|1.12.0
+s3fs|2024.10.0|2024.10.0
+sagemaker-code-editor|1.4.2|1.4.2
+sagemaker-headless-execution-driver|0.0.13|0.0.13
+sagemaker-jupyterlab-emr-extension|0.3.7|0.3.7
+sagemaker-jupyterlab-extension|0.3.3|0.3.3
+sagemaker-kernel-wrapper|0.0.4|0.0.4
+sagemaker-mlflow|0.1.0|0.1.0
+sagemaker-python-sdk|2.228.0|2.228.0
+sagemaker-studio-analytics-extension|0.1.4|0.1.4
+seaborn|0.13.2|0.13.2
+supervisor|4.2.5|4.2.5
+tensorflow|2.17.0|2.17.0
+tf-keras|2.17.0|2.17.0
+catboost| |1.2.7
+py-xgboost-cpu| |2.1.3