py_experimenter
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tornede
The PyExperimenter is a tool for the automatic execution of experiments, e.g. for machine learning (ML), capturing corresponding results in a unified manner in a database.
## Description Provide the changes mentioned in the issue ## Motivation and Context Mentioned in the issuie ## Changes Mentioned in the issue #### Type Of Changes - [ ]...
## Description I added two functions. 1. A function to create a database without directly adding experiment instances called `create_table`. 2. A function to add a configuration to the database,...
- PyExperimenter version: Any - Database provider: SQLITE - Python version: Any - Operating System: MAC ### Description When executing CI, the MAC tests fail with a high likelihood. This...
# Description: The `own_function` may consist of several functions, whose execution is split into multiple processes, and while there are mechanisms that one can use to share objects in between...
- PyExperimenter version: Any - Database provider: Any - Python version: Any - Operating System: Any ### Description We currently do not support writing multiple logtable entries at once. Therefore,...
- PyExperimenter version: Any - Database provider: Any - Python version: Any - Operating System: Any ### Description Currently, the only supported workflow is first adding (all) experiments to the...
- PyExperimenter version: Any - Database provider: Any - Python version: Any supported - Operating System: Any ### Description I would like functionality that syncs Weights and Biases with log...
- PyExperimenter version: 1.3.0 - Database provider: - - Python version: - - Operating System: - ### Description Currently, each update of the database is done separately, requiring many connections...
- PyExperimenter version: 1.3.0 - Database provider: - - Python version: - - Operating System: - ### Description Additionally to the tracking of the energy consumption via CodeCarbon, it would...
- PyExperimenter version: 1.3.0 - Database provider: - - Python version: - - Operating System: - ### Description The documentation could be improved in the following way: - [ ]...