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GitHub / aicoe-aiops / ceph_drive_failure
An AI/ML solution that provides a probability that a hard drive will fail within some pre-defined time period.
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aicoe-aiops%2Fceph_drive_failure
Stars: 11
Forks: 13
Open Issues: 15
License: lgpl-2.1
Language: HTML
Repo Size: 65.5 MB
Dependencies:
232
Created: almost 5 years ago
Updated: about 1 year ago
Last pushed: over 1 year ago
Last synced: about 1 year ago
Files
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Readme
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Dependencies
Pipfile
pypi
- autopep8 * develop
- ipykernel * develop
- pylint * develop
- dask *
- dask-ml *
- dask-xgboost *
- distributed *
- fbprophet *
- joblib *
- matplotlib *
- mlflow *
- numpy *
- pandas *
- partd *
- plotly *
- pyarrow *
- s3fs *
- scikit-learn *
- scipy *
- seaborn *
- src *
- statsmodels *
- tqdm *
- umap-learn *
- xgboost *
environment.yml
conda
- _libgcc_mutex 0.1
- attrs 19.1.0
- backcall 0.1.0
- bleach 3.1.0
- ca-certificates 2019.9.11
- certifi 2019.9.11
- decorator 4.4.0
- defusedxml 0.5.0
- entrypoints 0.3
- ipykernel 5.1.2
- ipython 7.8.0
- ipython_genutils 0.2.0
- jedi 0.15.1
- jinja2 2.10.1
- json5 0.8.5
- jsonschema 3.0.2
- jupyter_client 5.3.1
- jupyter_core 4.4.0
- jupyterlab 1.1.3
- jupyterlab_server 1.0.6
- libedit 3.1.20181209
- libffi 3.2.1
- libgcc-ng 9.1.0
- libsodium 1.0.17
- libstdcxx-ng 9.1.0
- markupsafe 1.1.1
- mistune 0.8.4
- nbconvert 5.6.0
- nbformat 4.4.0
- ncurses 6.1
- notebook 6.0.1
- openssl 1.1.1c
- pandoc 2.7.3
- pandocfilters 1.4.2
- parso 0.5.1
- pexpect 4.7.0
- pickleshare 0.7.5
- pip 19.2.2
- prometheus_client 0.7.1
- prompt_toolkit 2.0.9
- ptyprocess 0.6.0
- pygments 2.4.2
- pyrsistent 0.15.4
- python 3.7.4
- python-dateutil 2.8.0
- pyzmq 18.0.2
- readline 7.0
- send2trash 1.5.0
- setuptools 41.0.1
- sqlite 3.29.0
- terminado 0.8.2
- testpath 0.4.2
- tk 8.6.8
- tornado 6.0.3
- tqdm 4.36.1
- traitlets 4.3.2
- wcwidth 0.1.7
- webencodings 0.5.1
- wheel 0.33.4
- xz 5.2.4
- zeromq 4.3.2
- zlib 1.2.11