Geoscientific processes have commonalities and dissimilarities between regions which could potentially be collectively leveraged by a big-data learning procedure. However, because traditional calibration procedures are generally applied to each location individually, they cannot exploit such commonalities: in othe...
Most biologists and some cognitive scientists have independently reached the conclusion that there is no such thing as learning in the traditional "instructive" sense. This is, admittedly, a somewhat extreme thesis, but I defend it herein the light of data and theories jointly extracted from biolog...
Use W&B to build better models faster. Track and visualize all the pieces of your machine learning pipeline, from datasets to production machine learning models. Get started with W&B today, sign up for a W&B account! Building an LLM app? Track, debug, evaluate, and monitor LLM apps wit...
If you want to specify the location where you would like to create your database and storage objects, add a -l LOCATIONNAME parameter to the init.sh call. Note This bash script will create the Azure Cosmos DB for MongoDB account, create an Azure blob storage and copy the MongoDB ...
In the example where a survey is embedded in webpages that are related to different products, it can be used to capture and create new leads in Dynamics 365. The responses to the questions can be used to populate the First Name, Last Name, and Email columns, and the parameter value for...
Automatic building extraction and delineation from airborne LiDAR point cloud data of urban environments is still a challenging task due to the variety and complexity at which buildings appear. The Medial Axis Transform (MAT) is able to describe the geometric shape and topology of an object, but ...
Due to the interactions between weight constraints and cost function, WGAN optimization process may result in either vanishing or exploding gradients if the clipping threshold calibration is not suitably tuned [62]. After several validation trials, we set the weight clipping value to 0.01 and ...
In Coetzee and Els (2009), a numerical model of the interaction between a rigid cutting tool and a granular material was performed by means of the Discrete Element Method (DEM), together with a systematic calibration procedure for the identification of the DEM micro-mechanical parameters from ...
From a front-view image of a camera mounted on the vehicle, its estimated semantic and depth maps, and the camera calibration data, a 3-D point cloud with semantic information is generated. The points are projected onto the 2-D ground plane and stored in the 2-D semantic grid. Each ...
We evaluated the calibration of our proposed model and the model for each diagnosis, meaning that we compared the PRS of the model to the observed risk aggregating the observed labels. To calibrate the risk scores, we fitted an isotonic regression model38to the validation set’s predictions and...