dlp2/environment.base.yml at master · codingalzi/dlp2 · GitHub

1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
# Conda environment spec to update the base environment for data analysis
# Apply with:
#   conda env update -n base -f environment.base.yml
# Dry-run first to preview changes:
#   conda env update -n base -f environment.base.yml --dry-run

name: base
channels:
  - conda-forge
  - defaults

dependencies:
  # Core Python runtime will follow the existing base's Python version
  # - python

  # Essentials
  - numpy
  - pandas
  - pyarrow

  # Notebooks
  - notebook        # Classic Jupyter Notebook UI
  - ipykernel       # Kernel for Jupyter
  - ipywidgets      # Interactive widgets

  # Plotting & Viz
  - matplotlib
  - seaborn

  # Modeling & Stats
  - scikit-learn
  - scipy
  - statsmodels

  # IO helpers
  - openpyxl        # Excel xlsx
  - xlrd            # Older xls
  - lxml            # HTML/XML parsing

  # Utilities
  - tqdm
  - requests

  # Allow pip installs if ever needed
  - pip
  # - pip:
  #   - some-pypi-only-package
  # ML libraries
  - lightgbm
  - optuna
  - shap
  - xgboost
  - interpret
  - dcor