data_smoothing:数据平滑方法的演示，尤其是Lowess和B-Spline
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2021-03-31
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data_smoothing-main.zip （53个子文件） 
data_smoothing-main 
README.md 93B data_smoothing_verbose.ipynb 373KB viz 
Trajectory of flight – noisy data — 3rd dgr polynomial regression.svg 46KB Trajectory of flight - smooth data - linear interpolation only.svg 35KB Trajectory of flight - noisy data - 3rd dgr polynomial regression.svg 46KB Trajectory of flight - - sparse data.svg 32KB Trajectory of flight - Trajectory of flight – noisy data.svg 42KB Trajectory of flight – sparse data.svg 32KB Trajectory of flight - - noisy data - with lowess smoothing: tight (12% bins) and looser (20% bins).svg 56KB Trajectory of flight - - sparse data - with linear interpolation.svg 35KB Trajectory of flight - smooth data (assumed ground truth).svg 42KB Trajectory of flight – sparse data - with lowess curve.svg 31KB Trajectory of flight - sparse data - with linear interpolation.svg 36KB Trajectory of flight - - noisy data.svg 41KB Trajectory of flight - - noisy data - - 20th dgr polynomial regression.svg 46KB Trajectory of flight – noisy data - with lowess curve (Seaborn lmplot).svg 50KB Trajectory of flight – sparse data - with moving average.svg 37KB Trajectory of flight – sparse data - with B-Spline.svg 38KB Trajectory of flight – sparse data - 6th dgr polynomial regression.svg 37KB Trajectory of flight -][sW] noisy data - with linear regression.svg 46KB
first_three_graphs.png 1.69MB Trajectory of flight – noisy data - with linear interpolation.svg 46KB Trajectory of flight - smooth data - with linear interpolation.svg 46KB Trajectory of flight – sparse data - 3rd dgr polynomial regression.svg 37KB Trajectory of flight - - noisy data - 20th dgr polynomial regression.svg 46KB Trajectory of flight – noisy data - with lowess curve.svg 45KB Trajectory of flight – noisy data - moving average.svg 58KB Trajectory of flight - sparse data (sampling increment = 10) - with B-Spline.svg 40KB Trajectory of flight - - noisy data - with linear regression.svg 45KB Trajectory of flight - smooth data - linear interpolation only.svg 35KB Trajectory of flight - sparse data - with linear regression.svg 36KB Trajectory of flight - sparse data (sampling increment = 10).svg 34KB Trajectory of flight – noisy data.svg 41KB Trajectory of flight - noisy data - 20 dgr polynomial regression.svg 46KB Trajectory of flight - smooth data with linear interpolation.svg 46KB Trajectory of flight — smooth data - with linear interpolation.svg 46KB Trajectory of flight - smooth data - linear interpolation only.svg 35KB Trajectory of flight – noisy data — 20 dgr polynomial regression.svg 46KB Trajectory of flight - noisy data - with B-Spline.svg 47KB Trajectory of flight – sparse data — with lowess smoothing: loose (20% bins) and looser (60% bins).svg 39KB Trajectory of flight – sparse data - with lowess curve (Seaborn lmplot).svg 36KB Trajectory of flight - - noisy data - with linear interpolation.svg 46KB Trajectory of flight - noisy data.svg 41KB Trajectory of flight - - noisy data - moving average.svg 58KB Trajectory of flight — smooth data - with linear interpolation.svg 46KB graphs_four_five_six.png 1.51MB Trajectory of flight - - noisy data - - 3rd dgr polynomial regression.svg 46KB Trajectory of flight - sparse data (sampling increent = 10) with linear spline.svg 38KB Trajectory of flight - - noisy data - 3rd dgr polynomial regression.svg 46KB Trajectory of flight – noisy data with lowess smoothing: tight (12% bins) and looser (20% bins).svg 56KB Trajectory of flight - noisy data - with linear regression.svg 45KB Trajectory of flight – noisy data - with linear regression.svg 45KB data_smoothing_concise.ipynb 687KB资源评论
