Ecosyste.ms: Repos
An open API service providing repository metadata for many open source software ecosystems.
GitHub / collab-uniba / Software-Solutions-for-Reproducible-ML-Experiments
Review of Software Solutions for Reproducible ML Experiments
Stars: 1
Forks: 0
Open Issues: 31
License: cc-by-4.0
Language: Jupyter Notebook
Repo Size: 4.53 MB
Dependencies:
322
Created: about 4 years ago
Updated: 10 months ago
Last pushed: 7 months ago
Last synced: about 2 months ago
Topics: machine-learning, reproducibility
Files
Loading...
Readme
Loading...
Dependencies
- joblib ==0.14.1
- numpy ==1.22.0
- pandas ==1.0.3
- python-dateutil ==2.8.1
- pytz ==2020.1
- scikit-learn ==0.22.2.post1
- scipy ==1.4.1
- six ==1.14.0
- attrs ==19.3.0
- certifi ==2020.4.5.1
- chardet ==3.0.4
- comet-git-pure ==0.19.16
- comet-ml ==3.1.6
- configobj ==5.0.6
- everett ==1.0.2
- idna ==2.9
- joblib ==0.14.1
- jsonschema ==3.0.2
- netifaces ==0.10.9
- numpy ==1.22.0
- nvidia-ml-py3 ==7.352.0
- pandas ==1.0.3
- pyrsistent ==0.16.0
- python-dateutil ==2.8.1
- pytz ==2020.1
- requests ==2.23.0
- scikit-learn ==0.22.2.post1
- scipy ==1.4.1
- six ==1.14.0
- typing-extensions ==3.7.4.2
- urllib3 ==1.26.5
- websocket-client ==0.57.0
- wurlitzer ==2.0.0
- PyYAML ==5.4
- args ==0.1.0
- certifi ==2020.4.5.1
- chardet ==3.0.4
- click ==6.7
- clint ==0.5.1
- floyd-cli ==0.11.17
- idna ==2.9
- joblib ==0.14.1
- marshmallow ==2.21.0
- numpy ==1.22.0
- pandas ==1.0.3
- pathlib2 ==2.3.5
- python-dateutil ==2.8.1
- pytz ==2020.1
- raven ==6.10.0
- requests ==2.23.0
- requests-toolbelt ==0.9.1
- scikit-learn ==0.22.2.post1
- scipy ==1.4.1
- six ==1.14.0
- tabulate ==0.8.7
- urllib3 ==1.26.5
- Jinja2 ==2.11.3
- Markdown ==3.2.2
- MarkupSafe ==1.1.1
- Pillow ==9.0.1
- PyYAML ==5.4
- Werkzeug ==1.0.1
- absl-py ==0.9.0
- appdirs ==1.4.4
- cachetools ==4.1.0
- certifi ==2020.4.5.1
- chardet ==3.0.4
- daemonize ==2.5.0
- distlib ==0.3.0
- docutils ==0.16
- filelock ==3.0.12
- google-auth ==1.14.3
- google-auth-oauthlib ==0.4.1
- grpcio ==1.28.1
- guildai ==0.6.6
- idna ==2.9
- importlib-metadata ==1.6.0
- joblib ==0.14.1
- numpy ==1.22.0
- oauthlib ==3.1.0
- pandas ==1.0.3
- pkginfo ==1.5.0.1
- protobuf ==3.15.0
- pyaml ==20.4.0
- pyasn1 ==0.4.8
- pyasn1-modules ==0.2.8
- python-dateutil ==2.8.1
- pytz ==2020.1
- requests ==2.23.0
- requests-oauthlib ==1.3.0
- rsa ==4.7
- scikit-learn ==0.20.4
- scikit-optimize ==0.7.4
- scipy ==1.4.1
- six ==1.14.0
- tabview ==1.4.4
- tensorboard ==2.2.1
- tensorboard-plugin-wit ==1.6.0.post3
- urllib3 ==1.26.5
- virtualenv ==20.0.20
- zipp ==3.1.0
- Flask ==1.1.2
- GitPython ==3.1.2
- Jinja2 ==2.11.3
- Mako ==1.1.2
- MarkupSafe ==1.1.1
- PyYAML ==5.4
- SQLAlchemy ==1.3.13
- Werkzeug ==1.0.1
- alembic ==1.4.2
- certifi ==2020.4.5.1
- chardet ==3.0.4
- click ==7.1.2
- cloudpickle ==1.4.1
- configparser ==5.0.0
- databricks-cli ==0.10.0
- docker ==4.2.0
- entrypoints ==0.3
- gitdb ==4.0.5
- gorilla ==0.3.0
- gunicorn ==20.0.4
- idna ==2.9
- itsdangerous ==1.1.0
- joblib ==0.14.1
- mlflow ==1.23.1
- numpy ==1.22.0
- pandas ==1.0.3
- prometheus-client ==0.7.1
- prometheus-flask-exporter ==0.13.0
- protobuf ==3.15.0
- python-dateutil ==2.8.1
- python-editor ==1.0.4
- pytz ==2020.1
- querystring-parser ==1.2.4
- requests ==2.23.0
- scikit-learn ==0.22.2.post1
- scipy ==1.4.1
- simplejson ==3.17.0
- six ==1.14.0
- smmap ==3.0.4
- sqlparse ==0.3.1
- tabulate ==0.8.7
- urllib3 ==1.26.5
- websocket-client ==0.57.0
- GitPython ==3.1.2
- Jinja2 ==2.11.3
- MarkupSafe ==1.1.1
- Pillow ==9.0.1
- PyJWT ==2.4.0
- PyYAML ==5.4
- Pygments ==2.7.4
- QtPy ==1.9.0
- Send2Trash ==1.5.0
- appnope ==0.1.0
- attrs ==19.3.0
- backcall ==0.1.0
- bleach ==3.3.0
- bravado ==10.6.0
- bravado-core ==5.17.0
- certifi ==2020.4.5.1
- chardet ==3.0.4
- click ==7.1.2
- decorator ==4.4.2
- defusedxml ==0.6.0
- entrypoints ==0.3
- future ==0.18.2
- gitdb ==4.0.5
- idna ==2.9
- importlib-metadata ==1.6.0
- ipykernel ==5.2.1
- ipython ==7.16.3
- ipython-genutils ==0.2.0
- ipywidgets ==7.5.1
- jedi ==0.17.0
- joblib ==0.14.1
- jsonpointer ==2.0
- jsonref ==0.2
- jsonschema ==3.2.0
- jupyter ==1.0.0
- jupyter-client ==6.1.3
- jupyter-console ==6.1.0
- jupyter-core ==4.6.3
- mistune ==2.0.3
- monotonic ==1.5
- msgpack ==1.0.0
- msgpack-python ==0.5.6
- nbconvert ==5.6.1
- nbformat ==5.0.6
- neptune-client ==0.4.113
- notebook ==6.4.12
- numpy ==1.22.0
- oauthlib ==3.1.0
- packaging ==20.3
- pandas ==1.0.3
- pandocfilters ==1.4.2
- parso ==0.7.0
- pexpect ==4.8.0
- pickleshare ==0.7.5
- prometheus-client ==0.7.1
- prompt-toolkit ==3.0.5
- psutil ==5.7.0
- ptyprocess ==0.6.0
- py3nvml ==0.2.6
- pyparsing ==2.4.7
- pyrsistent ==0.16.0
- python-dateutil ==2.8.1
- python-dotenv ==0.13.0
- pytz ==2020.1
- pyzmq ==19.0.1
- qtconsole ==4.7.3
- requests ==2.23.0
- requests-oauthlib ==1.3.0
- rfc3987 ==1.3.8
- scikit-learn ==0.22.2.post1
- scipy ==1.4.1
- simplejson ==3.17.0
- six ==1.14.0
- smmap ==3.0.4
- strict-rfc3339 ==0.7
- swagger-spec-validator ==2.5.0
- terminado ==0.8.3
- testpath ==0.4.4
- tornado ==6.0.4
- traitlets ==4.3.3
- typing-extensions ==3.7.4.2
- urllib3 ==1.26.5
- wcwidth ==0.1.9
- webcolors ==1.11.1
- webencodings ==0.5.1
- websocket-client ==0.57.0
- widgetsnbextension ==3.5.1
- xmltodict ==0.12.0
- zipp ==3.1.0
- appdirs ==1.4.4
- distlib ==0.3.0
- filelock ==3.0.12
- importlib-metadata ==1.6.0
- jedi ==0.17.0
- jep ==3.9.0
- joblib ==0.14.1
- numpy ==1.22.0
- pandas ==1.0.3
- parso ==0.7.0
- python-dateutil ==2.8.1
- pytz ==2020.1
- scikit-learn ==0.22.2.post1
- scipy ==1.4.1
- six ==1.14.0
- virtualenv ==20.0.20
- zipp ==3.1.0
- GitPython ==3.1.2
- Jinja2 ==2.11.3
- MarkupSafe ==1.1.1
- PyYAML ==5.4
- Pygments ==2.7.4
- Send2Trash ==1.5.0
- appnope ==0.1.0
- attrs ==19.3.0
- backcall ==0.1.0
- bleach ==3.3.0
- certifi ==2020.4.5.1
- chardet ==3.0.4
- click ==7.1.2
- configparser ==5.0.0
- decorator ==4.4.2
- defusedxml ==0.6.0
- docker-pycreds ==0.4.0
- entrypoints ==0.3
- gitdb ==4.0.5
- gql ==0.2.0
- graphql-core ==1.1
- idna ==2.9
- importlib-metadata ==1.6.0
- ipykernel ==5.2.1
- ipython ==7.16.3
- ipython-genutils ==0.2.0
- jedi ==0.17.0
- joblib ==0.14.1
- jsonschema ==3.2.0
- jupyter-client ==6.1.3
- jupyter-core ==4.6.3
- mistune ==2.0.3
- nbconvert ==5.6.1
- nbformat ==5.0.6
- notebook ==6.4.12
- numpy ==1.22.0
- nvidia-ml-py3 ==7.352.0
- packaging ==20.3
- pandas ==1.0.3
- pandocfilters ==1.4.2
- parso ==0.7.0
- pathtools ==0.1.2
- pexpect ==4.8.0
- pickleshare ==0.7.5
- prometheus-client ==0.7.1
- promise ==2.3
- prompt-toolkit ==3.0.5
- psutil ==5.7.0
- ptyprocess ==0.6.0
- pyparsing ==2.4.7
- pyrsistent ==0.16.0
- python-dateutil ==2.8.1
- pytz ==2020.1
- pyzmq ==19.0.1
- requests ==2.23.0
- scikit-learn ==0.22.2.post1
- scipy ==1.4.1
- sentry-sdk ==0.14.3
- shortuuid ==1.0.1
- six ==1.14.0
- smmap ==3.0.4
- subprocess32 ==3.5.4
- terminado ==0.8.3
- testpath ==0.4.4
- tornado ==6.0.4
- traitlets ==4.3.3
- urllib3 ==1.26.5
- wandb ==0.8.35
- watchdog ==0.10.2
- wcwidth ==0.1.9
- webencodings ==0.5.1
- zipp ==3.1.0