Welcome to the “MAFAT WiFi Challenge”.
In this thread we will take requests of python packages you would like us to add to the competition submission docker environment. Requests will be considered and packages will be updated once a week. Requested packages should comply with the competition terms and conditions.
the current supported packages are:
numpy==1.22.3
scipy==1.7.3
matplotlib==3.5.1
pandas==1.4.1
scikit-learn==1.0.2
scikit-image==0.19.2
tensorflow==2.8.0
keras==2.8.0
torch==1.10.0
torchvision==0.1.8
torchaudio==0.10.0
onnx==1.10.0
onnxruntime-gpu
xgboost==1.5.2
Theano-PyMC==1.1.2
datascience==0.10.6
imbalanced-learn==0.8.1
lightgbm==2.2.3
opencv-contrib-python==4.5.5.64
opencv-python==4.5.5.64
PyYAML==3.13
sklearn-pandas==1.8.0
librosa==0.9.1
h5py==2.10.0
catboost
PyWavelets
pmdarima
sktime
statsmodels
pytorch-lightning
Yael (MAFAT Challenge team)
Posted by: MAFAT_Challenge @ April 7, 2022, 9:20 a.m.All supported packages: (some of the packages have been upgraded)
numpy==1.22.3
scipy==1.7.3
pandas==1.4.1
scikit-learn==1.0.2
scikit-image==0.19.2
tensorflow==2.8.0
keras==2.8.0
torch==1.10.0
torchaudio==0.10.0
torchvision==0.11.1
onnx==1.10.0
onnxruntime-gpu==1.11.1
xgboost==1.5.2
aesara==2.6.6
datascience==0.17.2
imbalanced-learn==0.8.1
lightgbm==2.2.3
opencv-python==4.5.5.64
PyYAML==3.13
sklearn-pandas==1.8.0
audioread==2.1.9
h5py==2.10.0
catboost==1.0.5
PyWavelets==1.3.0
pmdarima==1.8.5
sktime==0.8.0
statsmodels==0.13.2
pytorch-lightning==0.7.6
tsfresh==0.19.0
lightautoml==0.2.6
h2o==3.36.1.1
neat-python==0.92
pyts==0.12.0
monai==0.8.1
MAFAT Challenge Team
Posted by: MAFAT_Challenge @ May 12, 2022, 4:36 p.m.New package added:
FLAML 1.0.1
Following the addition of the package, 2 packages have been upgraded:
lightgbm 2.3.1
lightautoml 0.2.15
MAFAT Challenge Team
Posted by: MAFAT_Challenge @ May 18, 2022, 6:56 a.m.New packages added:
tslearn==0.19.0
tsai==0.3.1
MAFAT Challenge Team
Posted by: MAFAT_Challenge @ May 22, 2022, 8:24 a.m.Following the addition of the package, 2 packages have been updated:
xgboost 1.3.3
tslearn 0.5.2
MAFAT Challenge Team
Posted by: MAFAT_Challenge @ May 23, 2022, 8:52 a.m.New packages added:
tensorflow-addons==0.17.0
tabnet==0.1.6
omegaconf==2.2.2
Following the addition of the packages, one package has been upgraded:
onnx 1.11.0
MAFAT Challenge Team
Posted by: MAFAT_Challenge @ May 29, 2022, 12:49 p.m.can you add the package catch22-0.2.0 ?
Posted by: NoamLhiyani @ June 1, 2022, 7:26 a.m.New package added:
catch22==0.2.0
MAFAT Challenge Team
Posted by: MAFAT_Challenge @ June 2, 2022, 10:32 a.m.Can you please add scikit-neuralnetwork?
Posted by: danl @ June 14, 2022, 8:51 a.m.Hi,
Below are the versions of the packages in the current docker environment:
numpy==1.22.3
scipy==1.7.3
matplotlib==3.5.2
pandas==1.4.1
sklearn==1.0.2
scikit-image==0.19.2
tensorflow==2.8.0
keras==2.8.0
torch==1.10.0+cu102
torchaudio==0.10.0+cu102
torchvision==0.11.1+cu102
onnx==1.11.0
onnxruntime-gpu==1.11.1
xgboost==1.3.3
aesara==2.6.6
datascience==0.17.2
imbalanced-learn==0.8.1
lightgbm==2.3.1
opencv-python==4.6.0
PyYAML==6.0
sklearn_pandas==1.8.0
audioread==2.1.9
h5py==2.10.0
catboost==1.0.5
PyWavelets==1.3.0
pmdarima==1.8.5
sktime==0.8.0
statsmodels==0.13.2
pytorch_lightning==0.7.6
tsfresh==0.19.0
lightautoml==0.2.15
h2o==3.36.1.1
pyts==0.12.0
monai==0.8.1
flaml==1.0.1
tslearn==0.5.2
tsai==0.3.1
tensorflow_addons==0.17.0
tabnet==0.1.6
omegaconf==2.2.2
neat-python==0.92
tsfel==0.1.4
pytorch-tabnet
MAFAT Challenge Team
Posted by: MAFAT_Challenge @ June 20, 2022, 6:04 a.m.