releaunifreiburg / deeppipe Goto Github PK
View Code? Open in Web Editor NEW[KDD 2023] Deep Pipeline Embeddings for AutoML
License: BSD 3-Clause "New" or "Revised" License
[KDD 2023] Deep Pipeline Embeddings for AutoML
License: BSD 3-Clause "New" or "Revised" License
Hi! Please, how can DeepPipe be installed on Colab?
I tried pip install deeppipe_api
but resulted in error. Thanks!
Collecting deeppipe_api
Downloading deeppipe_api-0.1.1-py3-none-any.whl (51.3 MB)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 51.3/51.3 MB 7.0 MB/s eta 0:00:00
Collecting gpytorch==1.4.2 (from deeppipe_api)
Downloading gpytorch-1.4.2-py2.py3-none-any.whl (492 kB)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 492.5/492.5 kB 46.8 MB/s eta 0:00:00
Collecting numpy==1.20.3 (from deeppipe_api)
Downloading numpy-1.20.3.zip (7.8 MB)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 7.8/7.8 MB 75.9 MB/s eta 0:00:00
Installing build dependencies ... done
Getting requirements to build wheel ... done
Preparing metadata (pyproject.toml) ... done
Collecting openml==0.12.2 (from deeppipe_api)
Downloading openml-0.12.2.tar.gz (119 kB)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 119.9/119.9 kB 13.8 MB/s eta 0:00:00
Preparing metadata (setup.py) ... done
Collecting pandas==1.2.4 (from deeppipe_api)
Downloading pandas-1.2.4.tar.gz (5.5 MB)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 5.5/5.5 MB 72.7 MB/s eta 0:00:00
Installing build dependencies ... done
Getting requirements to build wheel ... done
Preparing metadata (pyproject.toml) ... done
Collecting protobuf==3.17.3 (from deeppipe_api)
Downloading protobuf-3.17.3-py2.py3-none-any.whl (173 kB)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 173.9/173.9 kB 17.5 MB/s eta 0:00:00
Requirement already satisfied: scikit-learn==1.2.2 in /usr/local/lib/python3.10/dist-packages (from deeppipe_api) (1.2.2)
Collecting tensorboard==2.5.0 (from deeppipe_api)
Downloading tensorboard-2.5.0-py3-none-any.whl (6.0 MB)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 6.0/6.0 MB 123.7 MB/s eta 0:00:00
Collecting tensorly==0.7.0 (from deeppipe_api)
Downloading tensorly-0.7.0-py3-none-any.whl (198 kB)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 198.1/198.1 kB 22.4 MB/s eta 0:00:00
INFO: pip is looking at multiple versions of deeppipe-api to determine which version is compatible with other requirements. This could take a while.
Collecting deeppipe_api
Downloading deeppipe_api-0.1.0-py3-none-any.whl (51.3 MB)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 51.3/51.3 MB 6.9 MB/s eta 0:00:00
Downloading deeppipe_api-0.0.14-py3-none-any.whl (51.3 MB)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 51.3/51.3 MB 6.8 MB/s eta 0:00:00
Downloading deeppipe_api-0.0.12-py3-none-any.whl (107 kB)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 107.5/107.5 kB 13.1 MB/s eta 0:00:00
Downloading deeppipe_api-0.0.11-py3-none-any.whl (107 kB)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 107.5/107.5 kB 12.6 MB/s eta 0:00:00
Downloading deeppipe_api-0.0.10-py3-none-any.whl (107 kB)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 107.4/107.4 kB 13.9 MB/s eta 0:00:00
Downloading deeppipe_api-0.0.9-py3-none-any.whl (106 kB)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 106.9/106.9 kB 15.1 MB/s eta 0:00:00
Downloading deeppipe_api-0.0.8-py3-none-any.whl (106 kB)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 106.8/106.8 kB 14.8 MB/s eta 0:00:00
INFO: pip is looking at multiple versions of deeppipe-api to determine which version is compatible with other requirements. This could take a while.
Downloading deeppipe_api-0.0.7-py3-none-any.whl (106 kB)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 106.8/106.8 kB 13.6 MB/s eta 0:00:00
Downloading deeppipe_api-0.0.6-py3-none-any.whl (96 kB)
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Downloading deeppipe_api-0.0.5-py3-none-any.whl (96 kB)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 96.5/96.5 kB 14.0 MB/s eta 0:00:00
Downloading deeppipe_api-0.0.4-py3-none-any.whl (96 kB)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 96.3/96.3 kB 11.7 MB/s eta 0:00:00
ERROR: Cannot install deeppipe-api==0.0.10, deeppipe-api==0.0.11, deeppipe-api==0.0.12, deeppipe-api==0.0.14, deeppipe-api==0.0.4, deeppipe-api==0.0.5, deeppipe-api==0.0.6, deeppipe-api==0.0.7, deeppipe-api==0.0.8, deeppipe-api==0.0.9, deeppipe-api==0.1.0 and deeppipe-api==0.1.1 because these package versions have conflicting dependencies.
The conflict is caused by:
deeppipe-api 0.1.1 depends on torch==1.8.1
deeppipe-api 0.1.0 depends on torch==1.8.1
deeppipe-api 0.0.14 depends on torch==1.8.1
deeppipe-api 0.0.12 depends on torch==1.8.1
deeppipe-api 0.0.11 depends on torch==1.8.1
deeppipe-api 0.0.10 depends on torch==1.8.1
deeppipe-api 0.0.9 depends on torch==1.8.1
deeppipe-api 0.0.8 depends on torch==1.8.1
deeppipe-api 0.0.7 depends on torch==1.8.1
deeppipe-api 0.0.6 depends on torch==1.8.1
deeppipe-api 0.0.5 depends on torch==1.8.1
deeppipe-api 0.0.4 depends on torch==1.8.1
To fix this you could try to:
1. loosen the range of package versions you've specified
2. remove package versions to allow pip attempt to solve the dependency conflict
ERROR: ResolutionImpossible: for help visit https://pip.pypa.io/en/latest/topics/dependency-resolution/#dealing-with-dependency-conflicts
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