Product Updates December ’23: MLflow Plugin, New Docs Tutorials, and Extra
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.
