deepof.visuals

General plotting functions for the deepof package.

Functions

animate_skeleton(coordinates, experiment_id)

Render a FuncAnimation object with embeddings and/or motion trajectories over time.

count_all_events(coordinates[, ...])

Counts all events in supervised or soft_counts dataset and returns a data table.

export_annotated_video(coordinates[, ...])

Export annotated videos from both supervised and unsupervised pipelines.

gantt_plotter(coordinates, gantt_matrix, ...)

Return a scatter plot of the passed projection.

get_roi_data(coordinates, table_dict, roi_number)

get data in Rois.

plot_distance_between_conditions(...[, ...])

Plot the distance between conditions across a growing time window.

plot_embeddings(coordinates[, embeddings, ...])

Return a scatter plot of the passed projection.

plot_enrichment(coordinates[, embeddings, ...])

Violin plots per cluster per condition.

plot_gantt(coordinates, instance_id[, ...])

Return a scatter plot of the passed projection.

plot_heatmaps(coordinates, bodyparts[, ...])

Plot heatmaps of the specified body parts (bodyparts) of the specified animal (i).

plot_mouse_roi_interaction(coordinates[, ...])

Plot mouse-ROI interaction over time as a polar plot or line chart with optional effect-size histogram.

plot_normative_log_likelihood(embeddings, ...)

Plot a bar chart with normative log likelihoods per experimental condition, and compute statistics.

plot_stationary_entropy(coordinates, ...[, ...])

Compute and plots transition stationary distribution entropy per condition.

plot_transitions(coordinates[, ...])

Compute and plots transition matrices for all data or per condition.

return_mouse_roi_interaction(coordinates[, ...])

Return binned statistics and effect sizes for mouse-ROI interaction over time.

return_supervised_summary(coordinates, ...)

Returns summary of supervised information

return_transitions(coordinates[, ...])

Returns data of plot_transitions with same Input options