This important work introduces an integrated open-source platform for behavioral acquisition and pose estimation that substantially improves the accessibility and speed of real-time animal tracking ...
"""Create interactive Plotly plots for web display. Mapping of dataset name to low-dimensional UMAP embedding or dict with 'reference'/'cuml' keys. all_metrics : dict Mapping of dataset name to ...
UMAP is a fairly flexible non-linear dimension reduction algorithm. It seeks to learn the manifold structure of your data and find a low dimensional embedding that preserves the essential topological ...