Towards v1.0a - Githubissues

oval-group / mlogger

a lightweight and simple logger for Machine Learning

MIT License

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Towards v1.0a #18

Closed lberrada closed 5 years ago

lberrada commented 5 years ago

WIP towards v1.0a

Objective:

simpler and more coherent code base
remove unnecessary dependency of all objects on an Experiment instance
clearer API to avoid potential user mistakes

Main changes:

deleted Experiment object
plotters can be instantiated without an experiment
each metric holds its own history
new Config object
use of state_dict objects to dump and load data
manual mode for plotting: data is only sent when user decides (-> significant performance gains for frequent updates)

TODO:

[ ] document changes
[x] write tests
[ ] squash commits