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GitHub / zuliani99 / AutoML-Benchmark
Benchmark for some usual automated machine learning, such as: AutoSklearn, MLJAR, H2O, TPOT and AutoGluon. All visualized via a Dash Web Application
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zuliani99%2FAutoML-Benchmark
Stars: 7
Forks: 0
Open issues: 1
License: None
Language: Python
Size: 36 MB
Dependencies parsed at:
194
Created at: about 3 years ago
Updated at: about 1 year ago
Pushed at: 4 months ago
Last synced at: about 1 month ago
Topics: auto-sklearn, autogluon, benchmark, dash, dataset, deep-learning, h2o-automl, kaggle, machine-learning, mljar, openml, ploty, python, tpot
Files
Dependencies
- python 3.8.10 build
- Brotli ==1.0.9
- ConfigSpace ==0.4.19
- Cython ==0.29.24
- Flask ==2.0.1
- Flask-Compress ==1.10.1
- HeapDict ==1.0.1
- Jinja2 ==3.0.1
- Mako ==1.1.4
- Markdown ==3.3.4
- MarkupSafe ==2.0.1
- Pillow ==8.3.1
- PyNaCl ==1.4.0
- PyYAML ==5.4.1
- Pygments ==2.10.0
- SQLAlchemy ==1.4.22
- TPOT ==0.11.7
- Werkzeug ==2.0.1
- alembic ==1.6.5
- attrs ==21.2.0
- auto-sklearn ==0.12.6
- autocfg ==0.0.8
- autogluon ==0.3.0
- autogluon-contrib-nlp ==0.0.1b20210201
- autogluon.core ==0.3.0
- autogluon.extra ==0.3.0
- autogluon.features ==0.3.0
- autogluon.mxnet ==0.3.0
- autogluon.tabular ==0.3.0
- autogluon.text ==0.3.0
- autogluon.vision ==0.3.0
- autograd ==1.3
- backcall ==0.2.0
- bcrypt ==3.2.0
- blis ==0.7.4
- boto3 ==1.18.23
- botocore ==1.21.23
- catalogue ==2.0.5
- catboost ==0.25.1
- category-encoders ==2.2.2
- certifi ==2021.5.30
- cffi ==1.14.6
- charset-normalizer ==2.0.4
- click ==7.1.2
- cliff ==3.8.0
- cloudpickle ==1.6.0
- cmaes ==0.8.2
- cmd2 ==2.1.2
- colorama ==0.4.4
- colorlog ==5.0.1
- colour ==0.1.5
- contextvars ==2.4
- cryptography ==3.4.7
- cycler ==0.10.0
- cymem ==2.0.5
- d8 ==0.0.2.post0
- dash ==1.21.0
- dash-bootstrap-components ==0.13.0
- dash-core-components ==1.17.1
- dash-html-components ==1.1.4
- dash-table ==4.12.0
- dask ==2021.6.2
- deap ==1.3.1
- decorator ==5.0.9
- dill ==0.3.4
- distributed ==2021.6.2
- dtreeviz ==1.3
- emcee ==3.1.0
- fastai ==2.5.1
- fastcore ==1.3.26
- fastdownload ==0.0.5
- fastprogress ==1.0.0
- flake8 ==3.9.2
- fsspec ==2021.7.0
- future ==0.18.2
- gluoncv ==0.10.4.post4
- graphviz ==0.17
- greenlet ==1.1.1
- h2o ==3.32.1.5
- idna ==3.2
- immutables ==0.16
- iniconfig ==1.1.1
- ipython ==7.26.0
- ipython-genutils ==0.2.0
- itsdangerous ==2.0.1
- jedi ==0.18.0
- jmespath ==0.10.0
- joblib ==1.0.1
- kaggle ==1.5.12
- kiwisolver ==1.3.1
- lazy-import ==0.2.2
- liac-arff ==2.5.0
- lightgbm ==3.2.1
- llvmlite ==0.36.0
- locket ==0.2.1
- matplotlib ==3.4.3
- matplotlib-inline ==0.1.2
- mccabe ==0.6.1
- minio ==7.1.0
- msgpack ==1.0.2
- murmurhash ==1.0.5
- networkx ==2.6.2
- numba ==0.53.1
- numpy ==1.21.2
- opencv-python ==4.5.3.56
- openml ==0.12.2
- optuna ==2.9.1
- packaging ==21.0
- pandas ==1.3.2
- paramiko ==2.7.2
- parso ==0.8.2
- partd ==1.2.0
- pathy ==0.6.0
- patsy ==0.5.1
- pbr ==5.6.0
- pexpect ==4.8.0
- pickleshare ==0.7.5
- plotly ==5.2.1
- pluggy ==0.13.1
- portalocker ==2.3.0
- preshed ==3.0.5
- prettytable ==2.1.0
- prompt-toolkit ==3.0.19
- protobuf ==3.17.3
- psutil ==5.8.0
- ptyprocess ==0.7.0
- py ==1.10.0
- pyDOE ==0.3.8
- pyaml ==21.8.3
- pyarrow ==5.0.0
- pycodestyle ==2.7.0
- pycparser ==2.20
- pydantic ==1.8.2
- pyflakes ==2.3.1
- pynisher ==0.6.4
- pyparsing ==2.4.7
- pyperclip ==1.8.2
- pyrfr ==0.8.2
- pytest ==6.2.4
- python-dateutil ==2.8.2
- python-editor ==1.0.4
- python-slugify ==5.0.2
- pytz ==2021.1
- regex ==2021.8.3
- requests ==2.26.0
- s3transfer ==0.5.0
- sacrebleu ==2.0.0
- sacremoses ==0.0.45
- scikit-learn ==0.24.2
- scikit-optimize ==0.8.1
- scikit-plot ==0.3.7
- scipy ==1.6.3
- seaborn ==0.11.2
- sentencepiece ==0.1.95
- shap ==0.39.0
- six ==1.16.0
- slicer ==0.0.7
- smac ==0.13.1
- smart-open ==5.2.0
- sortedcontainers ==2.4.0
- spacy ==3.1.1
- spacy-legacy ==3.0.8
- srsly ==2.4.1
- statsmodels ==0.12.2
- stevedore ==3.3.0
- stopit ==1.1.2
- tabulate ==0.8.9
- tblib ==1.7.0
- tenacity ==8.0.1
- termcolor ==1.1.0
- text-unidecode ==1.3
- thinc ==8.0.8
- threadpoolctl ==2.2.0
- timm-clean ==0.4.12
- tokenizers ==0.9.4
- toml ==0.10.2
- toolz ==0.11.1
- torch ==1.9.0
- torchvision ==0.10.0
- tornado ==6.1
- tqdm ==4.62.1
- traitlets ==5.0.5
- typer ==0.3.2
- typing-extensions ==3.10.0.0
- update-checker ==0.18.0
- urllib3 ==1.26.6
- wasabi ==0.8.2
- wcwidth ==0.2.5
- wordcloud ==1.8.1
- xgboost ==1.4.2
- xmltodict ==0.12.0
- xxhash ==2.0.2
- yacs ==0.1.8
- zict ==2.0.0