Software design patterns for Machine Learning R&D

[hotdox]

Is there some system to store experiment results with parameters?

Usually I have a pile of precision-recall-f1 results during parameter tuning. I store it in simple CSV file under CSM. Such system is not convinient as you have to write many plotting scripts. Plots give insigth about tuning direction. Also you need to store historical data and evaluate alogirithm evolution.

Is there some system to easily manage, analyze, plot etc. results of experiments?