文件名称：data_smoothing:数据平滑方法的演示，尤其是Lowess和B-Spline
文件大小：3.63MB
文件格式：ZIP
更新时间：2024-04-20 08:17:26
JupyterNotebook
数据平滑 数据平滑方法的演示，尤其是Lowess和B-Spline
【文件预览】：
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)