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GitHub / felipesilvaibi / mlops-basic
Projeto de MLOPS com Cookiecutter, MLFLOW, DVC, Flask API, Pytest, EvidentlyAI, Github Actions e Heroku App (para fins didáticos)
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/felipesilvaibi%2Fmlops-basic
Stars: 0
Forks: 0
Open Issues: 0
License: mit
Language: Python
Repo Size: 5.39 MB
Dependencies:
132
Created: almost 2 years ago
Updated: almost 2 years ago
Last pushed: almost 2 years ago
Last synced: about 1 year ago
Files
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Readme
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Dependencies
- cloudpickle ==2.1.0
- mlflow *
- psutil ==5.9.1
- scikit-learn ==1.1.1
- typing-extensions ==4.3.0
- cloudpickle ==2.1.0
- dataclasses ==0.6
- mlflow *
- psutil ==5.9.1
- scikit-learn ==1.1.1
- typing-extensions ==4.3.0
requirements.txt
pypi
- Flask ==2.1.2
- GitPython ==3.1.27
- Jinja2 ==3.1.2
- Mako ==1.2.1
- MarkupSafe ==2.1.1
- PyJWT ==2.4.0
- PyYAML ==5.4.1
- Pygments ==2.12.0
- SQLAlchemy ==1.4.39
- Werkzeug ==2.1.2
- aiohttp ==3.8.1
- aiohttp-retry ==2.5.1
- aiosignal ==1.2.0
- alembic ==1.8.0
- appdirs ==1.4.4
- async-timeout ==4.0.2
- asyncssh ==2.11.0
- atpublic ==3.0.1
- attrs ==21.4.0
- certifi ==2022.6.15
- cffi ==1.15.1
- charset-normalizer ==2.1.0
- click ==8.1.3
- cloudpickle ==2.1.0
- colorama ==0.4.5
- commonmark ==0.9.1
- configobj ==5.0.6
- cryptography ==37.0.4
- databricks-cli ==0.17.0
- dataclasses ==0.6
- dictdiffer ==0.9.0
- diskcache ==5.4.0
- distro ==1.7.0
- docker ==5.0.3
- dpath ==2.0.6
- dulwich ==0.20.44
- dvc ==2.12.1
- dvc-data ==0.0.19
- dvc-objects ==0.0.19
- dvc-render ==0.0.6
- dvclive ==0.9.0
- entrypoints ==0.4
- evidently ==0.1.51.dev0
- flatten-dict ==0.4.2
- flufl.lock ==7.0
- frozenlist ==1.3.0
- fsspec ==2022.5.0
- ftfy ==6.1.1
- funcy ==1.17
- future ==0.18.2
- gitdb ==4.0.9
- grandalf ==0.6
- greenlet ==1.1.2
- gunicorn ==20.1.0
- idna ==3.3
- importlib-metadata ==4.12.0
- importlib-resources ==5.8.0
- iniconfig ==1.1.1
- itsdangerous ==2.1.2
- joblib ==1.1.0
- mailchecker ==4.1.17
- mlflow ==1.27.0
- multidict ==6.0.2
- nanotime ==0.5.2
- networkx ==2.8.4
- numpy ==1.23.0
- oauthlib ==3.2.0
- packaging ==21.3
- pandas ==1.4.3
- pathspec ==0.9.0
- patsy ==0.5.2
- phonenumbers ==8.12.51
- plotly ==5.9.0
- pluggy ==1.0.0
- prometheus-client ==0.14.1
- prometheus-flask-exporter ==0.20.2
- protobuf ==4.21.2
- psutil ==5.9.1
- py ==1.11.0
- pycparser ==2.21
- pydot ==1.4.2
- pygit2 ==1.9.2
- pygtrie ==2.4.2
- pyparsing ==3.0.9
- pytest ==7.1.2
- python-benedict ==0.25.1
- python-dateutil ==2.8.2
- python-fsutil ==0.6.1
- python-slugify ==6.1.2
- pytz ==2022.1
- querystring-parser ==1.2.4
- requests ==2.28.1
- rich ==12.4.4
- ruamel.yaml ==0.17.21
- ruamel.yaml.clib ==0.2.6
- scikit-learn ==1.1.1
- scipy ==1.8.1
- scmrepo ==0.0.25
- shortuuid ==1.0.9
- shtab ==1.5.5
- six ==1.16.0
- sklearn ==0.0
- smmap ==5.0.0
- sqlparse ==0.4.2
- statsmodels ==0.13.2
- tabulate ==0.8.10
- tenacity ==8.0.1
- text-unidecode ==1.3
- threadpoolctl ==3.1.0
- toml ==0.10.2
- tomli ==2.0.1
- tqdm ==4.64.0
- typing-extensions ==4.3.0
- urllib3 ==1.26.9
- voluptuous ==0.13.1
- wcwidth ==0.2.5
- websocket-client ==1.3.3
- xmltodict ==0.13.0
- yarl ==1.7.2
- zc.lockfile ==2.0
- zipp ==3.8.0