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 6, 2022, 2:37 p.m.Hi Mafat,
Can you please add tsfresh package as well?
Thanks ahead,
Danit
Hi,
No problem. We will update when the package is added.
MAFAT Challenge Team
Posted by: MAFAT_Challenge @ April 24, 2022, 6:06 a.m.New package added:
tsfresh==0.19.0
MAFAT Challenge Team
Posted by: MAFAT_Challenge @ April 24, 2022, 8:23 a.m.Hi, Is there an option to submit a requirements.txt (or similar..) and work in a virtual-environment with own-controlled packages?
Posted by: danitgino @ April 24, 2022, 9:51 a.m.HI,
If you need a package not listed above, please write to us, and we will add it to the competition submission docker environment.
The requested packages should comply with the competition terms and conditions.
MAFAT Challenge Team
Hi,
Is it possible to add this two packages ?
h2o
lightautoml
Thank you
M.
New packages added:
lightautoml 0.2.6
h2o 3.36.1.1
MAFAT Challenge Team
Posted by: MAFAT_Challenge @ May 1, 2022, 9:04 a.m.Hi, it's possible to add neat-python?
Thanks
Posted by: MrTia @ May 4, 2022, 11 p.m.New package added:
neat-python
MAFAT Challenge Team
Posted by: MAFAT_Challenge @ May 8, 2022, 7:53 a.m.Hi,
Please add the package - pyts
Thanks
Posted by: anindabitm @ May 10, 2022, 10:05 a.m.New package added:
pyts 0.12.0
MAFAT Challenge Team
Posted by: MAFAT_Challenge @ May 11, 2022, 7:01 a.m.I would like to add some image processing libs: yolov5, monai.
Thanks.
Hi,
monai has been added to the permitted packages.
As for yolov5 or any other model that contains a pre-process pipeline/utilities, you may add the part of the code to your submission as another file (i.e. "helper_functions.py, you can use a different name) and use its functionality as long as its dependencies are compatible with the python packages.
MAFAT Challenge Team
Posted by: MAFAT_Challenge @ May 12, 2022, 4:31 p.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, 4:37 p.m.Could you add FLAML please?
Posted by: Tortorelli @ May 17, 2022, 12:39 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.Hey organizers,
can you please add "tsai"?
thankyou
is it possible to add tslearn please?
Posted by: lionb @ May 19, 2022, 7:36 p.m.New packages added:
tslearn==0.19.0
tsai==0.3.1
MAFAT Challenge Team
Posted by: MAFAT_Challenge @ May 22, 2022, 8:23 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.Could you please add tensorflow-addons-0.17.0
Posted by: devnikhilmishra @ May 27, 2022, 9 a.m.Could you please add OmegaConf ? https://pypi.org/project/omegaconf/
Posted by: devnikhilmishra @ May 28, 2022, 2:26 a.m.Could you add TabNet pip install git+https://github.com/ostamand/tensorflow-tabnet.git please?
Posted by: Tortorelli @ May 28, 2022, 10:02 a.m.Could you kindly install https://github.com/gzerveas/mvts_transformer ?
I could put the github code in the zip file but include dependencies (https://github.com/gzerveas/mvts_transformer/blob/master/requirements.txt) is quite tricky.
Posted by: tak @ May 29, 2022, 10:34 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.Unfortunately, we will not be able to install the package mvts_transformer as we assume it will probably damage the dependencies of other packages.
Note that all the required functionality of the package mvts_transformer already exists in other packages that already upload to the docker environment. We recommend using them instead.
We apologize for the inconvenience,
MAFAT Challenge Team
Hi MAFAT team,
Can you please add fast.ai?
Hi
Can you please add fast.ai?
Thanks
Hi,
We are currently having technical difficulties adding Fast.ai package due to dependency conflicts with other packages. We will continue to work on it, but at the moment, we cannot guarantee it will be possible.
MAFAT Challenge Team
Hi
Can you please add tsfel?
Thanks
New package added:
tsfel==0.1.4
Unfortunately, we will not be able to install the package fastai due to dependecies conflicts with other packages.
Note that most of the package functionality already exists in other packages that already uploaded to the docker environment.
We recommend using them instead.
We apologize for the inconvenience,
MAFAT Challenge Team
Can you please add scikit-neuralnetwork?
Posted by: danl @ June 14, 2022, 10:56 a.m.Unfortunately, we will not be able to install the package scikit-neuralnetwork due to conflicting permissions the package require.
Note that most of the package functionality already exists in other packages in the docker environment.
We recommend using them instead.
We apologize for the inconvenience,
MAFAT Challenge Team
Dear Mafat,
Can you please add "pytorch_tabnet" package?
Thanks
New package added:
pytorch-tabnet
MAFAT Challenge Team
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, 6:03 a.m.