Release Notes for v1.1 - CoreWeave Docs

Release date: 8 May 2024 Step change in platform stability and performance Over the past few months, our development team has undergone a major effort to improve the stability and performance of the platform. New software infrastructure now enables Monolith to handle an order of magnitude larger datasets (tens of millions of rows) with greater reliability. New manipulators Over the next months, we are excited to progressively migrate functionality to use this new infrastructure. For this first version, the following manipulators are available:

Import & Export: Tabular, Import Global Model, Import Global Tabular, Export Model, Export Tabular
Explore: 2D Point Plot, Distribution, Line Plot, Note, Plot Missing Data
Transform: Append, Custom SQL Code, Join, Random Subset, Resample Time Series, Train Test Split
Model: Anomaly Detection Model & Finetuner
Apply: Anomaly Detector and Visualiser
Other: Tabular Data Explorer, Export CSV

Use case for Anomaly Detection With our Anomaly Detection, you can auto-detect erroneous sensor measuremnts, to trust data quality and avoid wasting time collecting erroneous data. Find out more here: https://www.monolithai.com/use-case/test-data-validation