# Python Examples

Short code examples for each doppler Python module.

- [RateConverter](python-rate-converter.md) — Automatic cascade (CIC / halfband / polyphase) for any rate ratio.
- [LO](python-lo.md) — Complex phasor generator with FM control and phase continuity.
- [NCO](python-nco.md) — Raw uint32 phase accumulator with overflow carry and fixed-point scaling.
- [FFT](python-fft.md) — Per-instance 1-D and 2-D FFT with plan reuse.
- [Ring Buffers](python-buffers.md) — Double-mapped lock-free ring buffers for producer/consumer pipelines.
- [AGC](python-agc.md) — Closed-loop power controller with decimated loop update.
- [Corr & Detector](python-corr.md) — Cross-correlation and CFAR detection in 1-D and 2-D.
- [Detection Theory](python-detection.md) — Marcum Q closed-form curves and Monte Carlo validation.
- [2-D Acquisition](python-detection2d.md) — GPS/CDMA acquisition grid with Bonferroni-corrected CFAR.
