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GitHub / maschimax / HPO-benchmarking-framework
Framework for benchmarking Hyperparameter Tuning techniques for Machine Learning use cases in manufacturing
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/maschimax%2FHPO-benchmarking-framework
Stars: 1
Forks: 2
Open Issues: 0
License: None
Language: Python
Repo Size: 50.5 MB
Dependencies:
93
Created: over 3 years ago
Updated: almost 3 years ago
Last pushed: almost 3 years ago
Last synced: about 1 year ago
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Dependencies
requirements.txt
pypi
- ConfigSpace ==0.4.16
- Cython ==0.27.3
- Jinja2 ==2.11.2
- Keras-Applications ==1.0.8
- Keras-Preprocessing ==1.1.2
- Lasagne ==0.1
- Mako ==1.1.3
- Markdown ==3.3.3
- MarkupSafe ==1.1.1
- Pillow ==8.1.0
- PyWavelets ==1.1.1
- PyYAML ==5.3.1
- Pyro4 ==4.80
- RoBO ==0.3.1
- SQLAlchemy ==1.3.20
- Theano ==1.0.5
- Werkzeug ==1.0.1
- absl-py ==0.11.0
- alembic ==1.4.3
- astor ==0.8.1
- attrs ==20.3.0
- cached-property ==1.5.2
- category-encoders ==2.2.2
- cliff ==3.5.0
- cloudpickle ==1.6.0
- cmaes ==0.7.0
- cmake ==3.18.4.post1
- cmd2 ==1.4.0
- colorama ==0.4.4
- colorlog ==4.6.2
- cycler ==0.10.0
- dataclasses ==0.7
- decorator ==4.4.2
- emcee ==3.0.2
- future ==0.18.2
- gast ==0.4.0
- george ==0.3.1
- google-pasta ==0.2.0
- grpcio ==1.33.2
- h5py ==3.1.0
- hpbandster ==0.7.4
- hyperopt ==0.2.5
- imageio ==2.9.0
- imbalanced-learn ==0.7.0
- importlib-metadata ==2.0.0
- joblib ==0.17.0
- kiwisolver ==1.3.1
- lightgbm ==3.0.0
- matplotlib ==3.3.3
- netifaces ==0.10.9
- networkx ==2.5
- nose ==1.3.7
- numpy ==1.19.5
- optuna ==2.3.0
- packaging ==20.4
- pandas ==1.1.4
- patsy ==0.5.1
- pbr ==5.5.1
- pkg-resources ==0.0.0
- prettytable ==0.7.2
- protobuf ==3.13.0
- pyaml ==20.4.0
- pybind11 ==2.6.1
- pybnn ==0.0.5
- pyparsing ==2.4.7
- pyperclip ==1.8.1
- pyrfr ==0.8.0
- python-dateutil ==2.8.1
- python-editor ==1.0.4
- pytz ==2020.4
- scikit-image ==0.17.2
- scikit-learn ==0.23.2
- scikit-optimize ==0.8.1
- scipy ==1.5.4
- seaborn ==0.11.0
- serpent ==1.30.2
- six ==1.15.0
- statsmodels ==0.12.1
- stevedore ==3.2.2
- tensorboard ==1.14.0
- tensorflow ==1.14.0
- tensorflow-estimator ==1.14.0
- termcolor ==1.1.0
- threadpoolctl ==2.1.0
- tifffile ==2020.9.3
- torch ==1.7.0
- torchvision ==0.8.1
- tqdm ==4.51.0
- typing-extensions ==3.7.4.3
- wcwidth ==0.2.5
- wrapt ==1.12.1
- xgboost ==1.2.0
- zipp ==3.4.0