For reproducible ML I recommend Neptune - Machine Learning Lab https://neptune.ml/ https://neptune.ml/ (disclaimer: I work with people, who created it). Not o

For reproducible ML I recommend Neptune - Machine Learning Lab https://neptune.ml/ https://neptune.ml/ (disclaimer: I work with people, who created it). Not only it allows to run/enqueue things in the cloud, but also does very well tracking of source code (with code snapshots and git integration), parameters and output statistics (e.g. so you can select all models with #lstm tag, and sort by log-loss on the validation dataset).