Package index

Core LOWESS Interface

Main S3 classes for LOWESS smoothing.

Lowess()

LOWESS Batch Smoothing

StreamingLowess()

LOWESS Streaming Smoothing

OnlineLowess()

LOWESS Online Smoothing

Results and Utilities

Objects returned by fit methods and helper functions.

fit()

Fit a LOWESS model to data

cv_opts()

Cross-validation options for Lowess

intervals_opts()

Interval options for LOWESS models

predict(<Lowess>)

Predict from a fitted LOWESS model at out-of-sample points

process_chunk()

Process a data chunk through a streaming LOWESS model

finalize()

Finalize a streaming LOWESS model

add_point()

Add a single point to an online LOWESS model

plot(<LowessResult>)

Plot Lowess Result

print(<Lowess>)

Print Lowess Model

print(<LowessResult>)

Print Lowess Result

print(<OnlineLowess>)

Print OnlineLowess Model

print(<StreamingLowess>)

Print StreamingLowess Model

GPU Backend

Check for and install the optional GPU-accelerated backend.

gpu_available()

Check GPU Backend Availability

install_gpu()

Download and Install the GPU-Enabled Backend