BioVinci

EQuIS™ EnviroInsite is environmental data visualization software for hydrogeologists, environmental scientists, and engineers. Create and display site maps using images and/or vector file formats. Visualize two-dimensional (2D) and three-dimensional (3D) environmental data. Generate customized boring logs and strip logs. Analyze stratigraphy in cross-sections and/or complex 2D or 3D geologic models. Evaluate geochemistry. Conduct statistical analyses; and prepare customized report graphics that can be exported as PDF, CAD, or GIS files. EnviroInsite connects to EQuIS databases to directly access data, eliminating the need to transfer or restructure data. Esri’s ArcGIS Online Map service or Microsoft’s Bing Maps service may be accessed to provide basemap images (aerial photos and road map images). EnviroInsite can also serve as a Web Mapping Service (WMS) client, so users can automatically obtain aerial images and other mapped data from many public WMS servers.

Train accurate ML models on limited, sparse, and high-dimensional data without extensive feature engineering by creating statistically optimized representations of your data. By learning how to extract and represent complex relationships in your existing data, Dark Matter improves model performance and speeds up training without extensive feature engineering or resource-intensive deep learning, enabling data scientists to spend less time on data and more time-solving hard problems. Dark Matter significantly improved model precision and f1 scores in predicting customer conversion in the online retail space. Model performance metrics improved across the board when trained on an optimized embedding learned from a sparse, high-dimensional data set. Training XGBoost on a better representation of the data improved predictions of customer churn in the banking industry. Enhance your pipeline, no matter your model or domain.