qtsa
Quantum Time Series Analysis: Drift, Noise Spectroscopy and Calibration Forecasting
Tools for exploratory statistical analysis of quantum-hardware calibration time series. The package provides simulators for random telegraph noise (RTN), power-law noise, and Ornstein-Uhlenbeck dephasing; Welch and sine-multitaper power spectral density estimators; a lightweight two-state hidden Markov model for switching signals; cumulative sum (CUSUM) and binary-segmentation diagnostics for calibration drift; residual-quantile interval forecasts; and filter-function calculations for illustrative coherence curves. The package includes a reproducible generator of simulated superconducting-qubit calibration records; it does not retrieve authenticated live provider data. Methodological background is provided by Welch (1967) <doi:10.1109/TAU.1967.1161901>, Thomson (1982) <doi:10.1109/PROC.1982.12433>, Rabiner (1989) <doi:10.1109/5.18626>, Page (1954) <doi:10.1093/biomet/41.1-2.100>, Paladino et al. (2014) <doi:10.1103/RevModPhys.86.361>, and Cywinski et al. (2008) <doi:10.1103/PhysRevB.77.174509>.
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
0.1.1 |
rolling linux/jammy R-4.5 | qtsa_0.1.1.tar.gz |
73.3 KiB |
0.1.1 |
rolling linux/noble R-4.5 | qtsa_0.1.1.tar.gz |
73.2 KiB |
0.1.1 |
rolling source/ R- | qtsa_0.1.1.tar.gz |
13.2 KiB |
0.1.1 |
latest linux/jammy R-4.5 | qtsa_0.1.1.tar.gz |
73.3 KiB |
0.1.1 |
latest linux/noble R-4.5 | qtsa_0.1.1.tar.gz |
73.2 KiB |
0.1.1 |
latest source/ R- | qtsa_0.1.1.tar.gz |
13.2 KiB |
0.1.1 |
2026-04-23 source/ R- | qtsa_0.1.1.tar.gz |
0 B |