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Diyago / Tabular-data-generation

We well know GANs for success in the realistic image generation. However, they can be applied in tabular data generation. We will review and examine some recent papers about tabular GANs in action.
https://towardsdatascience.com/review-of-gans-for-tabular-data-a30a2199342
Apache License 2.0
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Fail to install #27

Closed Ayad0net closed 2 years ago

Ayad0net commented 2 years ago

!pip install tabgan

Error:

Requirement already satisfied: tabgan in /usr/local/lib/python3.7/dist-packages (1.2.0)
Requirement already satisfied: numpy in /usr/local/lib/python3.7/dist-packages (from tabgan) (1.21.5)
Requirement already satisfied: tqdm in /usr/local/lib/python3.7/dist-packages (from tabgan) (4.63.0)
Requirement already satisfied: torch in /usr/local/lib/python3.7/dist-packages (from tabgan) (1.10.0+cu111)
Requirement already satisfied: pandas in /usr/local/lib/python3.7/dist-packages (from tabgan) (1.3.5)
Requirement already satisfied: python-dateutil in /usr/local/lib/python3.7/dist-packages (from tabgan) (2.8.2)
Requirement already satisfied: torchvision in /usr/local/lib/python3.7/dist-packages (from tabgan) (0.11.1+cu111)
Requirement already satisfied: lightgbm in /usr/local/lib/python3.7/dist-packages (from tabgan) (2.2.3)
Requirement already satisfied: category-encoders in /usr/local/lib/python3.7/dist-packages (from tabgan) (2.4.0)
Collecting scikit-learn==0.23.2
  Using cached scikit_learn-0.23.2-cp37-cp37m-manylinux1_x86_64.whl (6.8 MB)
Requirement already satisfied: joblib>=0.11 in /usr/local/lib/python3.7/dist-packages (from scikit-learn==0.23.2->tabgan) (1.1.0)
Requirement already satisfied: scipy>=0.19.1 in /usr/local/lib/python3.7/dist-packages (from scikit-learn==0.23.2->tabgan) (1.4.1)
Requirement already satisfied: threadpoolctl>=2.0.0 in /usr/local/lib/python3.7/dist-packages (from scikit-learn==0.23.2->tabgan) (3.1.0)
Requirement already satisfied: patsy>=0.5.1 in /usr/local/lib/python3.7/dist-packages (from category-encoders->tabgan) (0.5.2)
Requirement already satisfied: statsmodels>=0.9.0 in /usr/local/lib/python3.7/dist-packages (from category-encoders->tabgan) (0.10.2)
Requirement already satisfied: pytz>=2017.3 in /usr/local/lib/python3.7/dist-packages (from pandas->tabgan) (2018.9)
Requirement already satisfied: six in /usr/local/lib/python3.7/dist-packages (from patsy>=0.5.1->category-encoders->tabgan) (1.15.0)
Requirement already satisfied: typing-extensions in /usr/local/lib/python3.7/dist-packages (from torch->tabgan) (3.10.0.2)
Requirement already satisfied: pillow!=8.3.0,>=5.3.0 in /usr/local/lib/python3.7/dist-packages (from torchvision->tabgan) (7.1.2)
Installing collected packages: scikit-learn
  Attempting uninstall: scikit-learn
    Found existing installation: scikit-learn 1.0.2
    Uninstalling scikit-learn-1.0.2:
      Successfully uninstalled scikit-learn-1.0.2
ERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.
yellowbrick 1.4 requires scikit-learn>=1.0.0, but you have scikit-learn 0.23.2 which is incompatible.
imbalanced-learn 0.8.1 requires scikit-learn>=0.24, but you have scikit-learn 0.23.2 which is incompatible.
Successfully installed scikit-learn-0.23.2
Diyago commented 2 years ago

As far as I can see you have installed successfully, try to import library!