From V0.2.1 keyword arguments now include underscores after the figure component to enhance readability. This means 'nodealpha' becomes 'node_alpha', 'templatevoxelsize' becomes 'template_voxelsize'.

OPTICS is a density-based clustering algorithm available in the PyClustering library. PyClustering is an open-source data mining package designed for Python and C++. The library enhances cluster ...

Here we developed an open-source Python-based library called Python rodent Analysis and Tracking (PyRAT). Our library analyzes tracking data to classify distinct behaviors, estimate traveled distance, ...

Mean shift clustering is a centroid-based algorithm effective for unsupervised learning applications. The algorithm shifts data points towards the mean of surrounding points to form clusters. Mean ...

Some machine learning models belong to either the “generative” or “discriminative” model categories. Yet what is the difference between these two categories of models? What does it mean for a model to ...