Adding some refinements
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# Exploring Math
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Math is fun, but we generally learn applying it's operations with pencil and paper. This repository is a learning repo focused on learning math with the Python tools you will typically encounter out in the wild world.
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## Installation
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```bash
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uv venv -p 3.12
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uv pip install -r requirements.in
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```
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## Saving Notebooks
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Notebooks json can be inline or in a source list format. Source list is easier to read on PRs, so included is a `convert_notebook.py` utility.
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matplotlib
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notebook
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numpy
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matplotlib
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# This file was autogenerated by uv via the following command:
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# uv pip compile requirements.in -o requirements.txt
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anyio==4.12.1
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# via
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# httpx
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# jupyter-server
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argon2-cffi==25.1.0
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# via jupyter-server
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argon2-cffi-bindings==25.1.0
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# via argon2-cffi
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arrow==1.4.0
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# via isoduration
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asttokens==3.0.1
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# via stack-data
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async-lru==2.1.0
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# via jupyterlab
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attrs==25.4.0
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# via
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# jsonschema
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# referencing
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babel==2.18.0
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# via jupyterlab-server
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beautifulsoup4==4.14.3
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# via nbconvert
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bleach==6.3.0
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# via nbconvert
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certifi==2026.1.4
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# via
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# httpcore
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# httpx
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# requests
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cffi==2.0.0
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# via argon2-cffi-bindings
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charset-normalizer==3.4.4
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# via requests
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comm==0.2.3
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# via ipykernel
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contourpy==1.3.3
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# via matplotlib
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cycler==0.12.1
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# via matplotlib
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debugpy==1.8.20
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# via ipykernel
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decorator==5.2.1
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# via ipython
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defusedxml==0.7.1
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# via nbconvert
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executing==2.2.1
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# via stack-data
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fastjsonschema==2.21.2
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# via nbformat
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fonttools==4.61.1
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# via matplotlib
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fqdn==1.5.1
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# via jsonschema
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h11==0.16.0
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# via httpcore
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httpcore==1.0.9
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# via httpx
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httpx==0.28.1
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# via jupyterlab
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idna==3.11
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# via
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# anyio
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# httpx
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# jsonschema
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# requests
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ipykernel==7.1.0
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# via jupyterlab
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ipython==9.9.0
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# via ipykernel
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ipython-pygments-lexers==1.1.1
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# via ipython
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isoduration==20.11.0
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# via jsonschema
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jedi==0.19.2
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# via ipython
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jinja2==3.1.6
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# via
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# jupyter-server
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# jupyterlab
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# jupyterlab-server
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# nbconvert
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json5==0.13.0
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# via jupyterlab-server
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jsonpointer==3.0.0
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# via jsonschema
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jsonschema==4.26.0
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# via
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# jupyter-events
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# jupyterlab-server
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# nbformat
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jsonschema-specifications==2025.9.1
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# via jsonschema
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jupyter-client==8.8.0
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# via
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# ipykernel
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# jupyter-server
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# nbclient
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jupyter-core==5.9.1
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# via
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# ipykernel
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# jupyter-client
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# jupyter-server
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# jupyterlab
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# nbclient
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# nbconvert
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# nbformat
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jupyter-events==0.12.0
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# via jupyter-server
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jupyter-lsp==2.3.0
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# via jupyterlab
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jupyter-server==2.17.0
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# via
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# jupyter-lsp
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# jupyterlab
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# jupyterlab-server
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# notebook
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# notebook-shim
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jupyter-server-terminals==0.5.4
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# via jupyter-server
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jupyterlab==4.5.3
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# via notebook
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jupyterlab-pygments==0.3.0
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# via nbconvert
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jupyterlab-server==2.28.0
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# via
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# jupyterlab
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# notebook
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kiwisolver==1.4.9
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# via matplotlib
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lark==1.3.1
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# via rfc3987-syntax
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markupsafe==3.0.3
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# via
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# jinja2
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# nbconvert
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matplotlib==3.10.8
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# via -r requirements.in
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matplotlib-inline==0.2.1
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# via
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# ipykernel
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# ipython
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mistune==3.2.0
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# via nbconvert
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nbclient==0.10.4
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# via nbconvert
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nbconvert==7.17.0
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# via jupyter-server
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nbformat==5.10.4
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# via
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# jupyter-server
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# nbclient
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# nbconvert
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nest-asyncio==1.6.0
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# via ipykernel
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notebook==7.5.3
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# via -r requirements.in
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notebook-shim==0.2.4
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# via
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# jupyterlab
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# notebook
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numpy==2.4.2
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# via
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# -r requirements.in
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# contourpy
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# matplotlib
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packaging==26.0
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# via
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# ipykernel
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# jupyter-events
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# jupyter-server
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# jupyterlab
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# jupyterlab-server
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# matplotlib
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# nbconvert
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pandocfilters==1.5.1
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# via nbconvert
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parso==0.8.5
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# via jedi
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pexpect==4.9.0
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# via ipython
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pillow==12.1.0
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# via matplotlib
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platformdirs==4.5.1
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# via jupyter-core
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prometheus-client==0.24.1
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# via jupyter-server
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prompt-toolkit==3.0.52
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# via ipython
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psutil==7.2.2
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# via ipykernel
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ptyprocess==0.7.0
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# via
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# pexpect
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# terminado
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pure-eval==0.2.3
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# via stack-data
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pycparser==3.0
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# via cffi
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pygments==2.19.2
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# via
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# ipython
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# ipython-pygments-lexers
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# nbconvert
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pyparsing==3.3.2
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# via matplotlib
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python-dateutil==2.9.0.post0
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# via
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# arrow
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# jupyter-client
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# matplotlib
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python-json-logger==4.0.0
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# via jupyter-events
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pyyaml==6.0.3
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# via jupyter-events
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pyzmq==27.1.0
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# via
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# ipykernel
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# jupyter-client
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# jupyter-server
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referencing==0.37.0
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# via
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# jsonschema
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# jsonschema-specifications
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# jupyter-events
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requests==2.32.5
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# via jupyterlab-server
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rfc3339-validator==0.1.4
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# via
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# jsonschema
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# jupyter-events
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rfc3986-validator==0.1.1
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# via
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# jsonschema
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# jupyter-events
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rfc3987-syntax==1.1.0
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# via jsonschema
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rpds-py==0.30.0
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# via
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# jsonschema
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# referencing
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send2trash==2.1.0
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# via jupyter-server
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setuptools==80.10.2
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# via jupyterlab
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six==1.17.0
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# via
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# python-dateutil
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# rfc3339-validator
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soupsieve==2.8.3
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# via beautifulsoup4
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stack-data==0.6.3
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# via ipython
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terminado==0.18.1
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# via
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# jupyter-server
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# jupyter-server-terminals
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tinycss2==1.4.0
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# via bleach
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tornado==6.5.4
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# via
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# ipykernel
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# jupyter-client
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# jupyter-server
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# jupyterlab
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# notebook
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# terminado
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traitlets==5.14.3
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# via
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# ipykernel
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# ipython
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# jupyter-client
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# jupyter-core
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# jupyter-events
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# jupyter-server
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# jupyterlab
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# matplotlib-inline
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# nbclient
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# nbconvert
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# nbformat
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typing-extensions==4.15.0
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# via
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# anyio
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# beautifulsoup4
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# referencing
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tzdata==2025.3
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# via arrow
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uri-template==1.3.0
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# via jsonschema
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urllib3==2.6.3
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# via requests
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wcwidth==0.5.3
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# via prompt-toolkit
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webcolors==25.10.0
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# via jsonschema
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webencodings==0.5.1
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# via
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# bleach
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# tinycss2
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websocket-client==1.9.0
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# via jupyter-server
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