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Copyright 2025 LinkedIn Corporation
All Rights Reserved.
Licensed under the LinkedIn Learning Exercise File License (the "License").
See LICENSE in the project root for license information.
ATTRIBUTIONS:
Jupyter/IPython Ecosystem
ipython
[https://github.com/ipython/ipython](https://github.com/ipython/ipython)
License: BSD-3-Clause
[https://opensource.org/licenses/BSD-3-Clause](https://opensource.org/licenses/BSD-3-Clause)
ipykernel
[https://github.com/ipython/ipykernel](https://github.com/ipython/ipykernel)
License: BSD-3-Clause
[https://opensource.org/licenses/BSD-3-Clause](https://opensource.org/licenses/BSD-3-Clause)
jupyter-client
[https://github.com/jupyter/jupyter_client](https://github.com/jupyter/jupyter_client)
License: BSD-3-Clause
[https://opensource.org/licenses/BSD-3-Clause](https://opensource.org/licenses/BSD-3-Clause)
jupyter-core
[https://github.com/jupyter/jupyter_core](https://github.com/jupyter/jupyter_core)
License: BSD-3-Clause
[https://opensource.org/licenses/BSD-3-Clause](https://opensource.org/licenses/BSD-3-Clause)
traitlets
[https://github.com/ipython/traitlets](https://github.com/ipython/traitlets)
License: BSD-3-Clause
[https://opensource.org/licenses/BSD-3-Clause](https://opensource.org/licenses/BSD-3-Clause)
comm
[https://github.com/ipython/comm](https://github.com/ipython/comm)
License: BSD-3-Clause
[https://opensource.org/licenses/BSD-3-Clause](https://opensource.org/licenses/BSD-3-Clause)
matplotlib-inline
[https://github.com/ipython/matplotlib-inline](https://github.com/ipython/matplotlib-inline)
License: BSD-3-Clause
[https://opensource.org/licenses/BSD-3-Clause](https://opensource.org/licenses/BSD-3-Clause)
pexpect
[https://github.com/pexpect/pexpect](https://github.com/pexpect/pexpect)
License: ISC
[https://opensource.org/licenses/ISC](https://opensource.org/licenses/ISC)
ptyprocess
[https://github.com/pexpect/ptyprocess](https://github.com/pexpect/ptyprocess)
License: ISC
[https://opensource.org/licenses/ISC](https://opensource.org/licenses/ISC)
pyzmq
[https://github.com/zeromq/pyzmq](https://github.com/zeromq/pyzmq)
License: BSD-3-Clause
[https://opensource.org/licenses/BSD-3-Clause](https://opensource.org/licenses/BSD-3-Clause)
prompt-toolkit
[https://github.com/prompt-toolkit/python-prompt-toolkit](https://github.com/prompt-toolkit/python-prompt-toolkit)
License: BSD-3-Clause
[https://opensource.org/licenses/BSD-3-Clause](https://opensource.org/licenses/BSD-3-Clause)
wcwidth
[https://github.com/jquast/wcwidth](https://github.com/jquast/wcwidth)
License: MIT
[https://opensource.org/licenses/MIT](https://opensource.org/licenses/MIT)
stack-data
[https://github.com/alexmojaki/stack_data](https://github.com/alexmojaki/stack_data)
License: MIT
[https://opensource.org/licenses/MIT](https://opensource.org/licenses/MIT)
executing
[https://github.com/alexmojaki/executing](https://github.com/alexmojaki/executing)
License: MIT
[https://opensource.org/licenses/MIT](https://opensource.org/licenses/MIT)
pure-eval
[https://github.com/alexmojaki/pure_eval](https://github.com/alexmojaki/pure_eval)
License: MIT
[https://opensource.org/licenses/MIT](https://opensource.org/licenses/MIT)
debugpy
[https://github.com/microsoft/debugpy](https://github.com/microsoft/debugpy)
License: MIT
[https://opensource.org/licenses/MIT](https://opensource.org/licenses/MIT)
--------------------------------------------------------------------------
Google Generative AI Stack
google-genai
[https://github.com/googleapis/python-genai](https://github.com/googleapis/python-genai)
License: Apache 2.0
[http://www.apache.org/licenses/](http://www.apache.org/licenses/)
google-auth
[https://github.com/googleapis/google-auth-library-python](https://github.com/googleapis/google-auth-library-python)
License: Apache 2.0
[http://www.apache.org/licenses/](http://www.apache.org/licenses/)
rsa
[https://github.com/sybrenstuvel/python-rsa](https://github.com/sybrenstuvel/python-rsa)
License: Apache 2.0
[http://www.apache.org/licenses/](http://www.apache.org/licenses/)
pyasn1
[https://github.com/etingof/pyasn1](https://github.com/etingof/pyasn1)
License: BSD-2-Clause
[https://opensource.org/licenses/BSD-2-Clause](https://opensource.org/licenses/BSD-2-Clause)
pyasn1-modules
[https://github.com/etingof/pyasn1-modules](https://github.com/etingof/pyasn1-modules)
License: BSD-3-Clause
[https://opensource.org/licenses/BSD-3-Clause](https://opensource.org/licenses/BSD-3-Clause)
cachetools
[https://github.com/tkem/cachetools](https://github.com/tkem/cachetools)
License: MIT
[https://opensource.org/licenses/MIT](https://opensource.org/licenses/MIT)
six
[https://github.com/benjaminp/six](https://github.com/benjaminp/six)
License: MIT
[https://opensource.org/licenses/MIT](https://opensource.org/licenses/MIT)
--------------------------------------------------------------------------
Pydantic / Typing Ecosystem
pydantic
[https://github.com/pydantic/pydantic](https://github.com/pydantic/pydantic)
License: MIT
[https://opensource.org/licenses/MIT](https://opensource.org/licenses/MIT)
pydantic-core
[https://github.com/pydantic/pydantic-core](https://github.com/pydantic/pydantic-core)
License: MIT
[https://opensource.org/licenses/MIT](https://opensource.org/licenses/MIT)
annotated-types
[https://github.com/pydantic/annotated-types](https://github.com/pydantic/annotated-types)
License: MIT
[https://opensource.org/licenses/MIT](https://opensource.org/licenses/MIT)
typing-inspection
[https://github.com/pydantic/typing-inspection](https://github.com/pydantic/typing-inspection)
License: MIT
[https://opensource.org/licenses/MIT](https://opensource.org/licenses/MIT)
typing-extensions
[https://github.com/python/typing_extensions](https://github.com/python/typing_extensions)
License: Python-2.0
[https://docs.python.org/3/license.html](https://docs.python.org/3/license.html)
--------------------------------------------------------------------------------
HTTP and Networking Layer
requests
[https://github.com/psf/requests](https://github.com/psf/requests)
License: Apache 2.0
[http://www.apache.org/licenses/](http://www.apache.org/licenses/)
urllib3
[https://github.com/urllib3/urllib3](https://github.com/urllib3/urllib3)
License: MIT
[https://opensource.org/licenses/MIT](https://opensource.org/licenses/MIT)
idna
[https://github.com/kjd/idna](https://github.com/kjd/idna)
License: BSD-3-Clause
[https://opensource.org/licenses/BSD-3-Clause](https://opensource.org/licenses/BSD-3-Clause)
certifi
[https://github.com/certifi/python-certifi](https://github.com/certifi/python-certifi)
License: MPL-2.0
[https://www.mozilla.org/en-US/MPL/2.0/](https://www.mozilla.org/en-US/MPL/2.0/)
charset-normalizer
[https://github.com/Ousret/charset_normalizer](https://github.com/Ousret/charset_normalizer)
License: MIT
[https://opensource.org/licenses/MIT](https://opensource.org/licenses/MIT)
httpx
[https://github.com/encode/httpx](https://github.com/encode/httpx)
License: BSD-3-Clause
[https://opensource.org/licenses/BSD-3-Clause](https://opensource.org/licenses/BSD-3-Clause)
httpcore
[https://github.com/encode/httpcore](https://github.com/encode/httpcore)
License: BSD-3-Clause
[https://opensource.org/licenses/BSD-3-Clause](https://opensource.org/licenses/BSD-3-Clause)
sniffio
[https://github.com/python-trio/sniffio](https://github.com/python-trio/sniffio)
License: Apache 2.0
[http://www.apache.org/licenses/](http://www.apache.org/licenses/)
anyio
[https://github.com/agronholm/anyio](https://github.com/agronholm/anyio)
License: MIT
[https://opensource.org/licenses/MIT](https://opensource.org/licenses/MIT)
h11
[https://github.com/python-hyper/h11](https://github.com/python-hyper/h11)
License: MIT
[https://opensource.org/licenses/MIT](https://opensource.org/licenses/MIT)
tornado
[https://github.com/tornadoweb/tornado](https://github.com/tornadoweb/tornado)
License: Apache 2.0
[http://www.apache.org/licenses/](http://www.apache.org/licenses/)
------------------------------------------------------------------
Python Build / Packaging Stack
setuptools
[https://github.com/pypa/setuptools](https://github.com/pypa/setuptools)
License: MIT
[https://opensource.org/licenses/MIT](https://opensource.org/licenses/MIT)
wheel
[https://github.com/pypa/wheel](https://github.com/pypa/wheel)
License: MIT
[https://opensource.org/licenses/MIT](https://opensource.org/licenses/MIT)
packaging
[https://github.com/pypa/packaging](https://github.com/pypa/packaging)
License: Apache 2.0
[http://www.apache.org/licenses/](http://www.apache.org/licenses/)
platformdirs
[https://github.com/platformdirs/platformdirs](https://github.com/platformdirs/platformdirs)
License: MIT
[https://opensource.org/licenses/MIT](https://opensource.org/licenses/MIT)
python-dateutil
[https://github.com/dateutil/dateutil](https://github.com/dateutil/dateutil)
License: BSD-3-Clause
[https://opensource.org/licenses/BSD-3-Clause](https://opensource.org/licenses/BSD-3-Clause)
--------------------------------------------------------------------------------------------
Please note, this project may automatically load third party code from external
repositories (for example, NPM modules, Composer packages, or other dependencies).
If so, such third party code may be subject to other license terms than as set
forth above. In addition, such third party code may also depend on and load
multiple tiers of dependencies. Please review the applicable licenses of the
additional dependencies.