Just load an experiment to start plotting your metrics or try with some examples.

Load     Examples

Instructions for the data format

Experiments data have to be in the json format and collected in an inner dictionary having the performances names as keys and the performances values written in a list associated to the relative key. This dictionary has then to be wrapped in an outer dictionary that has the runs names as keys and the aforesaid inner dictionaries as corresponding values.

Example: for the recordings of a RUN_1 and a RUN_2 keeping track of a metric_a, a metric_b and a metric_c, the resulting json file has to be

{
 "RUN_1": {
  "metric_a": [metric_a_of_run_1_at_epoch_1, metric_a_of_run_1_at_epoch_2, ...],
  "metric_b": [metric_b_of_run_1_at_epoch_1, metric_b_of_run_1_at_epoch_2, ...],
  "metric_c": [metric_c_of_run_1_at_epoch_1, metric_c_of_run_1_at_epoch_2, ...],
 },
 "RUN_2": {
  "metric_a": [metric_a_of_run_2_at_epoch_1, metric_a_of_run_2_at_epoch_2, ...],
  "metric_b": [metric_b_of_run_2_at_epoch_1, metric_b_of_run_2_at_epoch_2, ...],
  "metric_c": [metric_c_of_run_2_at_epoch_1, metric_c_of_run_2_at_epoch_2, ...],
 },
}

Examples     Back

Contacts

Stefano Martire

Mathematician, AI/ML data scientist and project manager + web developer of LearningCurves. Author of these HTML, CSS and Javascript codes, he is the one to contact in case of requests or suggestions. You can reach him at his personal website.

Stefano Cotelli

Graphic designer and art director, of LearningCurves and in life. He is the one who has decided where every pixel of this website is located. You can see some of his work on his behance.

Back