/M1-DataScience-Container

Creates a Docker Container that can be used for Data Science on MacBook Pro M1

Primary LanguageDockerfile

M1-DataScience-Container

Creates a Docker Container that can be used for Data Science on MacBook Pro M1

Used Libraries

  • pandas = "^1.3.1"
  • jupyter = "^1.0.0"
  • torch = "^1.9.0"
  • pytorch-lightning = "^1.4.2"
  • pytorch-forecasting = "^0.9.0"
  • torchvision = "^0.10.0"
  • opencv-python = "^4.5.3"
  • Pillow = "^8.3.1"
  • albumentations = "^1.0.3"
  • pandas-profiling = "^3.0.0"
  • mlflow = "^1.19.0"
  • xgboost = "^1.4.2"
  • ngboost = "^0.3.12"
  • plotly-express = "^0.4.1"
  • annoy = "^1.17.0"
  • great-expectations = "^0.13.28"
  • tsfel = "^0.1.4"
  • tensorboard = "^2.6.0"

Libraries that do not work yet

  • tsfresh
  • Tensorflow
  • Catboost
  • numba / llvmlite
  • witwidget