Metadata-Version: 2.1
Name: phases
Version: 0.0.4
Summary: A Framework for creating a boilerplate template for ai projects that are ready for MLOps
Home-page: https://github.com/pypa/sampleproject
Author: Franz Ehrlich
Author-email: fehrlichd@gmail.com
License: UNKNOWN
Description: # Phases Boilerplate
        
        ## Setup
        
        `pip install phases`
        
        ## create `project.yaml`
        
        ### minimal
        ```YAML
        name: "myProject"
        namespace: myGroup
        phases:
            stage1:
                - name: Phase1
                  description: my first phase
                - name: Phase2
                  description: my second phase
        ```
        
        ### complete
        ```YAML
        name: "sleepClassificationCNN"
        namespace: tud.ibmt
        classes:
            - Wach
            - Leichter Schlaf
            - Tiefer Schlaf
            - REM
        publisher:
            - DotSience
        phases:
            prepareData:
                - name: DataWrapper
                  description: get EDF Data
                  exports: 
                    - trainingRaw
                    - validationRaw
                    - evaluationRaw
                - name: EDF4SleepStages
                  description: Prepare EDF Data for sleep stage recognition
                  exports: 
                    - trainingTransformed
                    - validationTransformed
            train:
                - name: SleepPhaseDetectionModel
                  description: Create Model for sleep stage recognition
                  exports: 
                    - model
            evaluate:
                - name: SleepPhaseDetectionModel
                  description: Create Model for sleep stage recognition
        ```
        
        ### Generate
        
        `phases create`
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.6
Description-Content-Type: text/markdown
