Welcome to PyPaDRE Documentation!
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PyPaDRE Concept
Goals
Use Cases
Architecture
Experiment Evaluation
Research Assets Management
Metasearch and Automated Machine Learning
Design Principles
Identity Management
Projects
Experiment Naming and Uniqueness of Experiments
Config
Padre Config
Implemented functionality
Using config through CLI
Getting Started - First Steps with PyPadre
Installation
Configuration
Setting up
Reference Object
Creating a Project in PaDRe
Creating an experiment in PaDRe
Single Pipeline Experiments
Hyperparameter Optimization
Multi-pipline, multi-data Experiments
Logging in PaDRe
Metrics
Visualisations
Dataset visualization
PyPaDRE Development
Module Architecture
Experiment Storage and Online Synchronization
Local Storage Structure
Storing of results
Server Synchronisation
Backend
Backend
Backend Functionalities
Communication to the Backend
Indices and tables
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Index
Module Index
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PyPaDRE Documentation
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PyPaDRE Concept
Design Principles
Config
Getting Started - First Steps with PyPadre
Setting up
Logging in PaDRe
Metrics
Visualisations
PyPaDRE Development
Experiment Storage and Online Synchronization
Backend
Related Topics
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