This application lets users cluster data stored on Geoscience ANALYST objects using the Scikit-Learn KMeans clustering algorithm. Leveraging Plotly visualization tools, users are able to assess the clustering results using histogram, box, scatter, inertia, and cross-correlation plots together with the 3D viewing efficiency of Geoscience ANALYST. This is a perfect tool to conduct meaningful Exploratory Data Analysis (EDA), generate rock classifications, or map alteration footprints.
- Cluster data on any support: points, voxets, surfaces, structural measurements, etc.
- Quickly assess data quality
- Data normalization
- Scalable distribution to change weights of features
- View results in Geoscience ANALYST and compare to other geoscientific data for your project
Available now https://geoapps.readthedocs.io/en/latest/content/apps/kmeans_clustering.html
Latest news
Geoscience ANALYST Pro Geophysics Consortium
Today we are highlighting our new, industry-led, research consortium focused on delivering software and methods that make the use of advanced geophysics a day-to-day, practical reality for industry...
New geophysical tools in Geoscience ANALYST
Coming up later in 2019 is the launch of new geophysical tools. It includes a new interface for the industry-standard UBC-GIF forward modelling...
Q&A Mineral Resources Tasmania
The construction of plausible geological models. 3D interpretation and modelling process is of a cyclical nature...
Behind the Scenes: A Technical Deep Dive – Chasing Innovation From the Ground Up
Explore behind the scenes our case study with Canadian Royalties on this technical deep dive, featuring Stanislawa Hickley.
Default data colour settings
In Geoscience ANALYST you can set a default colour table and colour mapping transformation function. This way, when you import or create new data, it will be coloured by default.
Uploading multiple files
In Geoscience INTEGRATOR, you can upload multiple files in one simple step...
Editing property transparency
In GOCAD Mining Suite, when you select a property its transparency can be edited...
Tabular property viewer
In GOCAD Mining Suite you can view your object’s properties in a tabular format with the Tabular Property Viewer...
Rapid and accurate mapping
We explain how automated generation of alteration maps using radiometric data is well-suited to large-footprint mineral systems...
Double-click to save clicks
In GOCAD you can visualize double-click an object in the 3D Viewer to quickly and easily access its Style and Secondary Style Toolbar...
Earth model’s themes are renamed
In Geoscience INTEGRATOR v3.7, the “Earth models” theme group is renamed “Models, maps and sections” and the theme’s names were...
Snapshot grid sections
In GOCAD Mining Suite quickly take snapshots of your Voxet sections using the snapshot tool...