Release Notes for v1.1

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