Explore Nodes
Pick a node, feed it synthetic data, adjust parameters with sliders, and see exactly what it computes — inputs, outputs, and everything in between. Each explorer focuses on one node in isolation.
Kalman 1D Filter→
Estimate a noisy signal's true value while flagging outliers. Balance smoothing against tracking, set outlier sensitivity, and switch between rejecting spikes and following step changes.
Kernel→
Apply weighted sliding windows to smooth, differentiate, or detect patterns. Pick from built-in presets, switch between test signals, and see the kernel weights alongside the result.
Butterworth FilterComing soon
Remove high-frequency noise with a frequency-domain filter. Adjust the cutoff, choose the filter order, and compare the smoothed output against the raw input.
Page-HinkleyComing soon
Detect a change in the mean of a streaming signal. Watch the cumulative sum accumulate evidence, then fire when the deviation exceeds a threshold.
AppraiseComing soon
Fuse multiple detection signals into a single health assessment. See how evidence from different nodes accumulates, decays, and drives band transitions.
Dwell-Time TrackerComing soon
Measure how long a signal stays in each operating state. Track transitions, count dwell durations, and spot when a process lingers where it shouldn't.