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...
Mira Geoscience receives the 2023 AME Innovation Award
John McGaughey, Mira Geoscience's President, has been selected for the 2023 AME Innovation Award for leading the development of GEOH5.
Crustal scale gravity modelling and isostatic correction over central Chile
View recording - Thomas demonstrates how to apply an isostatic correction to gravity data through a case study over central Chile using...
New raster imports
In Geoscience ANALYST you can now import GeoTIFF (tif, tiff), ERMapper (ers), and Surfer (grd)...
..
New release – GOCAD® Mining Suite 22 update1
GMS 22u1 comes with improved connectivity to Geoscience ANALYST and better interoperability with GEOH5.
What’s new in Geoscience ANALYST version 4.0 – Virtual Lecture
Watch as Carla shows the new and updated tools in Geoscience ANALYST 4.0...
Tabular property viewer
In GOCAD Mining Suite you can view your object’s properties in a tabular format with the Tabular Property Viewer...
Search for Objects – find anything, anywhere, anytime
In GOCAD Mining Suite find any objects you're looking for in no time...
Customize the Viewport axis labels
In Geoscience ANALYST you can customize the Viewport axis labels
..
Using hot keys
Use hot keys in GOCAD Mining Suite to optimize your experience to help navigate the interface and execute commands more quickly and easily. Try them out!