Here’s a quarterly product newsletter to keep you up-to-date with all the changes in Neptune. Check what happened in the last 3 months.
New 🎉
1. Scatter plots
If you have two metrics or parameters that you wish to compare or see how they relate to each other throughout the runs, you can now create a scatter plot.
See an example of a scatter plot in the Neptune app.
2. Distraction-free mode
You can now view run dashboards and compare views in distraction-free mode.
3. Integrations & supported tools
We have 4 new integrations:
- Airflow
- Modelbit (community-built)
- RecList (community-built)
- H2O Hydrogen Torch (community-built)
And one new guide that explains how to use Neptune with Catboost.
4. New in the documentation
Our docs team published a few tutorials that may be useful for you:
We also gathered best practices for getting your team started with Neptune in the onboarding guide for teams. If you haven’t yet, give Neptune a try in a collaborative environment.
You have a feature request?
Improvements 🤓
Python client library
- We added support for logging of learning_rate in multi-GPU training setup. (neptune-tensorflow-keras 2.2.0)
- You can now disable Git tracking by passing git_ref=False when initializing a run. (neptune 1.5.0)
- We added a new environment variable NEPTUNE_DATA_DIRECTORY, which lets you specify where the .neptune folder should be created instead of the current working directory. (neptune 1.5.0)
- We added the list_fileset_files() function, which you can use to query metadata from FileSet fields. (neptune 1.6.0)
Web application
- You can now inspect dependencies and Git diffs in the Source code tab.
- In charts displaying multiple runs, we now identify a run more clearly when you hover over its graph (there’s a legend displaying the run ID and the color label of the line).
- You can now use the following keyboard shortcuts:
- Toggle the side navigation – [
- Switch between view modes – 1 / 2 / 3
Fixes 🔨
Python client library
- We fixed an operation processor bug if the current working directory is different from the script directory. (neptune 1.4.0)
- Stringify_unsupported() now catches a broader MutableMapping class. (neptune 1.6.0)
Web application
- We fixed an issue where a field named “type” could not be displayed as a runs table column.
See other minor improvements and fixes in the changelog.
On the roadmap 🔜
In the next months, you can expect:
- First Reports-related features,
- Ability to create rich data tables natively in Neptune.
More about Product Updates September ’23: Scatter Plots, Airflow Integration, and More
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