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StevanusOCopilot
StevanusO
and
Copilot
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Config Viz Py forgot to add ext file, add categorical_viz file, add environment (pyproject.toml, uv.lock, and requirements.txt)
Co-authored-by: Copilot <copilot@github.com>
1 parent 9d917fc commit a377d81

6 files changed

Lines changed: 2279 additions & 11 deletions

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‎.gitignore‎

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# Python bytecode
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__pycache__/
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*.pyc
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pyproject.toml
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uv.lock
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# Github Agent Skills
1210
.agents/

‎categorical_viz.py‎

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import pandas as pd
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import numpy as np
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import matplotlib.pyplot as plt
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import seaborn as sns
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from typing import Optional, List
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def plot_categorical_distribution(df: pd.DataFrame(), columns: Optional[List[str]] = None, target_col: Optional[str] = None, n_cols:int =3) -> None:
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if columns is None:
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print("[!] Columns is empty, automatically select categorical based on df")
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columns = df.select_dtypes(include=["object", "category"]).columns.tolist()
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if not columns:
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print("[!] No categorical columns found in the DataFrame.")
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return
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if target_col and target_col not in df.columns:
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print(f"[!] Target column '{target_col}' not found in the DataFrame. Ignoring target_col.")
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target_col = None
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n_rows = int(np.ceil(len(columns) / n_cols))
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# Create figure
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fig, axes = plt.subplots(n_rows, n_cols, figsize=(15, 5 * n_rows))
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# Flatten axes for easy iteration
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axes = axes.flatten()
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for i, col in enumerate(columns):
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ax = axes[i]
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sns.countplot(data=df, x=col, ax=ax, hue=target_col)
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ax.grid(color='r', linestyle='-', linewidth=2)
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ax.set_axisbelow(True)
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ax.set_title(col)
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ax.tick_params(axis='x', rotation=25)
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# Remove unused subplots
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for j in range(i + 1, len(axes)):
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fig.delaxes(axes[j])
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plt.tight_layout()
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plt.show()

config_viz renamed to config_viz.py

File renamed without changes.

‎pyproject.toml‎

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[project]
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name = "utils"
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version = "0.1.0"
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requires-python = ">=3.14"
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dependencies = [
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"anyio==4.13.0",
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"argon2-cffi==25.1.0",
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"argon2-cffi-bindings==25.1.0",
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"arrow==1.4.0",
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"asttokens==3.0.1",
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"async-lru==2.3.0",
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"attrs==26.1.0",
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"babel==2.18.0",
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"beautifulsoup4==4.14.3",
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"bleach==6.3.0",
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"certifi==2026.4.22",
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"cffi==2.0.0",
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"charset-normalizer==3.4.7",
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"comm==0.2.3",
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"contourpy==1.3.3",
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"cycler==0.12.1",
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"debugpy==1.8.20",
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"decorator==5.2.1",
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"defusedxml==0.7.1",
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"executing==2.2.1",
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"fastjsonschema==2.21.2",
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"fonttools==4.62.1",
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"fqdn==1.5.1",
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"h11==0.16.0",
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"httpcore==1.0.9",
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"httpx==0.28.1",
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"idna==3.13",
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"ipykernel==7.2.0",
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"ipython==9.13.0",
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"ipython-pygments-lexers==1.1.1",
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"ipywidgets==8.1.8",
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"isoduration==20.11.0",
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"jedi==0.19.2",
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"jinja2==3.1.6",
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"joblib==1.5.3",
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"json5==0.14.0",
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"jsonpointer==3.1.1",
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"jsonschema==4.26.0",
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"jsonschema-specifications==2025.9.1",
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"jupyter==1.1.1",
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"jupyter-client==8.8.0",
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"jupyter-console==6.6.3",
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"jupyter-core==5.9.1",
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"jupyter-events==0.12.1",
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"jupyter-lsp==2.3.1",
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"jupyter-server==2.17.0",
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"jupyter-server-terminals==0.5.4",
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"jupyterlab==4.5.6",
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"jupyterlab-pygments==0.3.0",
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"jupyterlab-server==2.28.0",
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"jupyterlab-widgets==3.0.16",
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"kiwisolver==1.5.0",
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"lark==1.3.1",
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"lxml==6.1.0",
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"markupsafe==3.0.3",
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"matplotlib==3.10.9",
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"matplotlib-inline==0.2.1",
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"mistune==3.2.0",
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"narwhals==2.20.0",
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"nbclient==0.10.4",
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"nbconvert==7.17.1",
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"nbformat==5.10.4",
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"nest-asyncio==1.6.0",
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"notebook==7.5.5",
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"notebook-shim==0.2.4",
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"numpy==2.4.4",
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"packaging==26.1",
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"pandas==3.0.2",
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"pandocfilters==1.5.1",
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"parso==0.8.6",
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"pexpect==4.9.0",
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"pillow==12.2.0",
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"platformdirs==4.9.6",
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"plotly==6.7.0",
80+
"prometheus-client==0.25.0",
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"prompt-toolkit==3.0.52",
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"psutil==7.2.2",
83+
"ptyprocess==0.7.0",
84+
"pure-eval==0.2.3",
85+
"pycparser==3.0",
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"pygments==2.20.0",
87+
"pyparsing==3.3.2",
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"python-dateutil==2.9.0.post0",
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"python-json-logger==4.1.0",
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"pyyaml==6.0.3",
91+
"pyzmq==27.1.0",
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"referencing==0.37.0",
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"requests==2.33.1",
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"rfc3339-validator==0.1.4",
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"rfc3986-validator==0.1.1",
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"rfc3987-syntax==1.1.0",
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"rpds-py==0.30.0",
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"scikit-learn==1.8.0",
99+
"scipy==1.17.1",
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"seaborn==0.13.2",
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"send2trash==2.1.0",
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"setuptools==82.0.1",
103+
"six==1.17.0",
104+
"soupsieve==2.8.3",
105+
"stack-data==0.6.3",
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"terminado==0.18.1",
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"threadpoolctl==3.6.0",
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"tinycss2==1.4.0",
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"tornado==6.5.5",
110+
"traitlets==5.14.3",
111+
"typing-extensions==4.15.0",
112+
"tzdata==2026.2",
113+
"uri-template==1.3.0",
114+
"urllib3==2.6.3",
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"wcwidth==0.6.0",
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"webcolors==25.10.0",
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"webencodings==0.5.1",
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"websocket-client==1.9.0",
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"widgetsnbextension==4.0.15",
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]

‎requirements.txt‎

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numpy
2-
pandas
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lxml
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ipykernel
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jupyter
6-
matplotlib
7-
seaborn
8-
scikit-learn
9-
plotly
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anyio==4.13.0
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argon2-cffi==25.1.0
3+
argon2-cffi-bindings==25.1.0
4+
arrow==1.4.0
5+
asttokens==3.0.1
6+
async-lru==2.3.0
7+
attrs==26.1.0
8+
babel==2.18.0
9+
beautifulsoup4==4.14.3
10+
bleach==6.3.0
11+
certifi==2026.4.22
12+
cffi==2.0.0
13+
charset-normalizer==3.4.7
14+
comm==0.2.3
15+
contourpy==1.3.3
16+
cycler==0.12.1
17+
debugpy==1.8.20
18+
decorator==5.2.1
19+
defusedxml==0.7.1
20+
executing==2.2.1
21+
fastjsonschema==2.21.2
22+
fonttools==4.62.1
23+
fqdn==1.5.1
24+
h11==0.16.0
25+
httpcore==1.0.9
26+
httpx==0.28.1
27+
idna==3.13
28+
ipykernel==7.2.0
29+
ipython==9.13.0
30+
ipython-pygments-lexers==1.1.1
31+
ipywidgets==8.1.8
32+
isoduration==20.11.0
33+
jedi==0.19.2
34+
jinja2==3.1.6
35+
joblib==1.5.3
36+
json5==0.14.0
37+
jsonpointer==3.1.1
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jsonschema==4.26.0
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jsonschema-specifications==2025.9.1
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jupyter==1.1.1
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jupyter-client==8.8.0
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jupyter-console==6.6.3
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jupyter-core==5.9.1
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jupyter-events==0.12.1
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jupyter-lsp==2.3.1
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jupyter-server==2.17.0
47+
jupyter-server-terminals==0.5.4
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jupyterlab==4.5.6
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jupyterlab-pygments==0.3.0
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jupyterlab-server==2.28.0
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jupyterlab-widgets==3.0.16
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kiwisolver==1.5.0
53+
lark==1.3.1
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lxml==6.1.0
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markupsafe==3.0.3
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matplotlib==3.10.9
57+
matplotlib-inline==0.2.1
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mistune==3.2.0
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narwhals==2.20.0
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nbclient==0.10.4
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nbconvert==7.17.1
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nbformat==5.10.4
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nest-asyncio==1.6.0
64+
notebook==7.5.5
65+
notebook-shim==0.2.4
66+
numpy==2.4.4
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packaging==26.1
68+
pandas==3.0.2
69+
pandocfilters==1.5.1
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parso==0.8.6
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pexpect==4.9.0
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pillow==12.2.0
73+
platformdirs==4.9.6
74+
plotly==6.7.0
75+
prometheus-client==0.25.0
76+
prompt-toolkit==3.0.52
77+
psutil==7.2.2
78+
ptyprocess==0.7.0
79+
pure-eval==0.2.3
80+
pycparser==3.0
81+
pygments==2.20.0
82+
pyparsing==3.3.2
83+
python-dateutil==2.9.0.post0
84+
python-json-logger==4.1.0
85+
pyyaml==6.0.3
86+
pyzmq==27.1.0
87+
referencing==0.37.0
88+
requests==2.33.1
89+
rfc3339-validator==0.1.4
90+
rfc3986-validator==0.1.1
91+
rfc3987-syntax==1.1.0
92+
rpds-py==0.30.0
93+
scikit-learn==1.8.0
94+
scipy==1.17.1
95+
seaborn==0.13.2
96+
send2trash==2.1.0
97+
setuptools==82.0.1
98+
six==1.17.0
99+
soupsieve==2.8.3
100+
stack-data==0.6.3
101+
terminado==0.18.1
102+
threadpoolctl==3.6.0
103+
tinycss2==1.4.0
104+
tornado==6.5.5
105+
traitlets==5.14.3
106+
typing-extensions==4.15.0
107+
tzdata==2026.2
108+
uri-template==1.3.0
109+
urllib3==2.6.3
110+
wcwidth==0.6.0
111+
webcolors==25.10.0
112+
webencodings==0.5.1
113+
websocket-client==1.9.0
114+
widgetsnbextension==4.0.15

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