Product Updates December ’23: MLflow Plugin, New Docs Tutorials, and Extra
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Earlier than you dive into 2024, take a look at what we launched in Neptune within the final 3 months.
New 
1. MLflow plugin
The brand new Neptune-MLflow integration lets you ship your metadata to Neptune whereas utilizing the MLflow logging code.
It must be particularly useful whenever you already use MLflow in a few of your tasks however you’d like to boost the monitoring with Neptune’s performance.
2. Documentation updates
To make your life simpler, we’re always enhancing our documentation.
There’s a brand new API index obtainable. This web page lists all features, parameters, and constants uncovered by the Neptune Python API.
You can even take a look on the overview of best practices to ensure you’re getting probably the most out of Neptune.
And we revealed a bunch of latest guides and tutorials:
By the way in which, we enabled the docs suggestions type within the footer of every web page. So when you have any notes or options, go for it.
Enhancements 
Python consumer library
Integrations
- We added assist for the outline argument in tf.abstract.picture(). Modified single photos to be logged as a separate subject. (neptune-tensorboard 1.0.1)
- We added OmegaConfig assist. Changed some dataset lessons and modules. (kedro-neptune 0.3.0)
Internet utility
Fixes 
Python consumer library
- We mounted the habits of synchronization callbacks. (neptune 1.8.5)
- We modified the habits of monitoring system metrics in order that no monitoring namespace is created if all associated choices are disabled. This fixes a problem with further fields being created particularly if resuming a run a number of instances. (neptune 1.8.6)
Internet utility
- We mounted a problem the place a subject named “kind” couldn’t be displayed as a runs desk column.
See different minor enhancements and fixes within the changelog.
On the roadmap 
We’re planning a big launch for February. You possibly can anticipate:
- Studies
- Run teams
- Numerous UI enhancements (together with customized and protracted run colours)
Keep watch over our roadmap here.