# From Time Series to Networks

## Documentation for package ‘ts2net’ version 0.1.0

- DESCRIPTION file.
- Package NEWS.

## Help Pages

dataset_sincos_generate | Sin-Cos data set generator. This function generates a set of sine and cosine time series. This function is used as example of the package application.
dist_file_parts_merge | Merge parts of distances stored in files.
dist_matrix_normalize | Normalize a distance/similarity matrix.
dist_parts_merge | Merge parts of distances stored in data frames.
dist_percentile | Returns the distance value that corresponds to the desired percentile. This function is useful when the user wants to generate networks with different distance functions but with the same link density.
events_from_ts | Extract events from a time series.
net_enn | Construct an epsilon-network from a distance matrix.
net_enn_approx | Construct an approximated epsilon neighbor network (faster, but approximated) from a distance matrix. Some actual nearest neighbors may be omitted.
net_knn | Construct a knn-network from a distance matrix.
net_knn_approx | Construct an approximated knn-network (faster, but approximated) from a distance matrix.
net_weighted | Creates a weighted network.
random_ets | Random event time series generator
tsdist_ccf | Cross-correlation distance
tsdist_cor | Absolute, positive, or negative correlation distance.
tsdist_dtw | Dynamic Time Warping (DTW) distance.
tsdist_es | Event synchronization distance test.
tsdist_mic | Maximal information coefficient (MIC) distance.
tsdist_nmi | Normalized mutual information distance
tsdist_voi | Variation of Information distance
tsdist_vr | van Rossum distance
tsnet_rn | Construct the recurrence network from a time series.
tsnet_vg | Construct the visibility graph from a time series
tssim_event_sync | Event synchronization measure
ts_dist | Calculate distances between pairs of time series in a list.
ts_dist_part | Calculate distances between pairs of time series in part of a list.
ts_dist_part_file | Calculate distances between pairs of time series stored in files.
ts_to_windows | Extract time windows from a time series