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Add experiment.get_image_logs()

Currently there is no way to download images uploaded by log_image. Please return urls or ids to download, for example exp.download_image_log(exp.get_image_logs()['id']).

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Deeper integration with MLFlow

Hi, current integration with MLFlow is very limited - just local experiments sync. But imho the biggest value of MLFlow is not their Tracking component (here Neptune.ai is definitely more mature), but the 2 different ones: Models and Model Registry, which allow us to build…

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Option to display time on x-axis

Hi Neptune team, On the web interface, when looking at the charts for an experiment, it would be extremely convenient to have an option to change the values of the x-axes between: • the x-values logged (what is currently displayed) …

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High dimensional plots

Hi, is Neptune offering high-dim plots like: https://ai.facebook.com/blog/hiplot-high-dimensional-interactive-plots-made-easy/ or the ones included in MLflow?

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Export experiments table

Hello, It would be great to be able to expert the whole experiments table (with one-value metrics and other parameters) and to .csv or some other format. This would be useful when one needs to compute some statistics from the experiments, ie. average accuracy of experiments,…

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Exp. Comparison and Filtering suggestions & features requests :)

1. When comparing experiments it would be good to be able to turn ON / OFF the visualization of any experiment from the table that is at the end. Currently one has to manually disable an experiment by clicking on its legend on each individual plot, which if one has 10 plots it…

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experiment.get_artifacts()

Currently, there is no possibility to list all artifacts. Btw. there is a tiny bug: if I send an empty file (0B) as an artifact to override an existing artifact (the same name), the latter is not overridden. The file must be at least 1B to be actually sent. I found all of the…

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Array logging and visualisation

Hi ! :) I've been trying to use array logging and it renders quite nicely (see screen attached) However, I found a few hurdles in the way of achieving this, and the final result is a bit hard to make use of : • logging requires going through a for loop to pass over the array,…

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Feedback on advanced search

Although I use it sometimes I find it quite hard to use due to the not great UI. Let's say, I would like to just filter by one column name. I start writing this column name and the value but before I finish, the filtering already took place and I cannot see my values anymore. I…

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x axis sync when zooming

What I often miss in the ability to see plots with synchronized X axes. I have a number of metrics that have different scales (Y axis) but the same X axis. E.g., I see some divergence happening in one of those plots, I can zoom in there to read the exact X when that started…

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