added mlflow files

This commit is contained in:
Maciej Tyczynski 2023-07-25 15:47:41 +02:00
parent 734794bed8
commit 213bac2de4
108 changed files with 6945 additions and 0 deletions

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Wine_Quality_Data.csv Normal file

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artifact_path: model
flavors:
python_function:
env:
conda: conda.yaml
virtualenv: python_env.yaml
loader_module: mlflow.sklearn
model_path: model.pkl
predict_fn: predict
python_version: 3.11.2
sklearn:
code: null
pickled_model: model.pkl
serialization_format: cloudpickle
sklearn_version: 1.2.2
mlflow_version: 2.3.2
model_uuid: cb1ba894072642dc9f1d016713b6f71a
run_id: 275bcdd7822041cd900013e271e8b579
utc_time_created: '2023-06-28 11:27:18.918703'

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channels:
- conda-forge
dependencies:
- python=3.11.2
- pip<=23.1.1
- pip:
- mlflow==2.3
- astunparse==1.6.3
- cloudpickle==2.2.1
- dill==0.3.6
- numpy==1.23.5
- opt-einsum==3.3.0
- scikit-learn==1.2.2
- torch==2.0.0
- tqdm==4.65.0
name: mlflow-env

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python: 3.11.2
build_dependencies:
- pip==23.1.1
- setuptools==65.5.0
- wheel==0.38.4
dependencies:
- -r requirements.txt

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mlflow==2.3
astunparse==1.6.3
cloudpickle==2.2.1
dill==0.3.6
numpy==1.23.5
opt-einsum==3.3.0
scikit-learn==1.2.2
torch==2.0.0
tqdm==4.65.0

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artifact_path: model
flavors:
python_function:
env:
conda: conda.yaml
virtualenv: python_env.yaml
loader_module: mlflow.sklearn
model_path: model.pkl
predict_fn: predict
python_version: 3.11.2
sklearn:
code: null
pickled_model: model.pkl
serialization_format: cloudpickle
sklearn_version: 1.2.2
mlflow_version: 2.3.2
model_uuid: e109c380b6fb4ae992de36c5ca799890
run_id: 3d569e22d13c42f4a607629a647cf325
utc_time_created: '2023-06-28 11:30:29.093497'

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channels:
- conda-forge
dependencies:
- python=3.11.2
- pip<=23.1.1
- pip:
- mlflow==2.3
- astunparse==1.6.3
- cloudpickle==2.2.1
- dill==0.3.6
- numpy==1.23.5
- opt-einsum==3.3.0
- scikit-learn==1.2.2
- torch==2.0.0
- tqdm==4.65.0
name: mlflow-env

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python: 3.11.2
build_dependencies:
- pip==23.1.1
- setuptools==65.5.0
- wheel==0.38.4
dependencies:
- -r requirements.txt

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mlflow==2.3
astunparse==1.6.3
cloudpickle==2.2.1
dill==0.3.6
numpy==1.23.5
opt-einsum==3.3.0
scikit-learn==1.2.2
torch==2.0.0
tqdm==4.65.0

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artifact_path: model
flavors:
sklearn:
code: null
pickled_model: model.pkl
serialization_format: cloudpickle
sklearn_version: 1.2.2
mlflow_version: 2.3.2
model_uuid: d134651329fb4dd4bebbc0513b8b582c
run_id: 5ab645bcd68447fb8421af2ec66da563
utc_time_created: '2023-06-08 19:01:52.733094'

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channels:
- conda-forge
dependencies:
- python=3.11.2
- pip<=23.1.1
- pip:
- mlflow==2.3
- astunparse==1.6.3
- cloudpickle==2.2.1
- dill==0.3.6
- numpy==1.23.5
- opt-einsum==3.3.0
- scikit-learn==1.2.2
- torch==2.0.0
- tqdm==4.65.0
name: mlflow-env

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python: 3.11.2
build_dependencies:
- pip==23.1.1
- setuptools==65.5.0
- wheel==0.38.4
dependencies:
- -r requirements.txt

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mlflow==2.3
astunparse==1.6.3
cloudpickle==2.2.1
dill==0.3.6
numpy==1.23.5
opt-einsum==3.3.0
scikit-learn==1.2.2
torch==2.0.0
tqdm==4.65.0

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artifact_path: model
flavors:
python_function:
env:
conda: conda.yaml
virtualenv: python_env.yaml
loader_module: mlflow.sklearn
model_path: model.pkl
predict_fn: predict
python_version: 3.11.2
sklearn:
code: null
pickled_model: model.pkl
serialization_format: cloudpickle
sklearn_version: 1.2.2
mlflow_version: 2.3.2
model_uuid: 5bd264784fe34094bf36e5c4b1f5296f
run_id: ad039c9ed77040dda95bbd772dac15fb
utc_time_created: '2023-06-08 19:04:07.449243'

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channels:
- conda-forge
dependencies:
- python=3.11.2
- pip<=23.1.1
- pip:
- mlflow==2.3
- astunparse==1.6.3
- cloudpickle==2.2.1
- dill==0.3.6
- numpy==1.23.5
- opt-einsum==3.3.0
- scikit-learn==1.2.2
- torch==2.0.0
- tqdm==4.65.0
name: mlflow-env

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@ -0,0 +1,7 @@
python: 3.11.2
build_dependencies:
- pip==23.1.1
- setuptools==65.5.0
- wheel==0.38.4
dependencies:
- -r requirements.txt

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mlflow==2.3
astunparse==1.6.3
cloudpickle==2.2.1
dill==0.3.6
numpy==1.23.5
opt-einsum==3.3.0
scikit-learn==1.2.2
torch==2.0.0
tqdm==4.65.0

6
mlruns/0/meta.yaml Normal file
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artifact_location: mlflow-artifacts:/0
creation_time: 1686249581549
experiment_id: '0'
last_update_time: 1686249581549
lifecycle_stage: active
name: Default

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