February 14 2023

General

Homepage

We've updated the homepage to a newer UI. The new homepage comes with quick instructions on getting started with MarkovML and gives all the recent activity in your workspace.

Settings Page

The Settings page has been improved with a more user-friendly and organized design for better functionality and ease of use.

Token-based authentication (Beta)

A new feature allows users to sign into Markov SDK using an API token. Users can access their currently active API token on the Tokens tab of the Settings page. With this update, users can run the markov init command on their headless terminals without needing a browser-based UI.

Note: This is a beta feature that can be enabled on demand. Please get in touch with support [at]markovml. com if you'd like to get early access.

Datasets

Vector Analysis for text-based datasets

We've added a new vector-based dataset analysis. We apply k-means clustering and show the result in an interactive 2D chart.

Dataset Comparison

The datasets comparison functionality is even more powerful now. Users can compare two or more datasets based on several dataset analyses that MarkovML performs.

Using the re-order button on the bottom right of the comparison page, users can now align classes that may have different names across different datasets. This alignment is preserved for future comparisons.

Runs Page

Users can use the new "Runs" page to view the status of all long-running manual jobs. This page is accessible from the left-side navigation menu. This feature currently supports data-similarity comparison across datasets, with more types of runs coming.

Easily trigger new analysis on previously registered datasets

We now highlight when the newer analysis is available for previously registered datasets. As we add new analyses, users can quickly run those analyses on their existing datasets.

Miscellaneous

• For enterprise customers, UI-based dataset upload now uploads datasets in their cloud provider's storage.