sift:tutorials:tutorial_files
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sift:tutorials:tutorial_files [2024/06/19 13:55] – created sgranger | sift:tutorials:tutorial_files [2024/10/18 22:21] (current) – Brought up to date with all Sift tutorials. wikisysop | ||
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+ | ===== Tutorial Files ===== | ||
+ | |||
Sift's tutorials use real data sets wherever possible in order to demonstrate realistic scenarios and avoid overly simplistic examples. | Sift's tutorials use real data sets wherever possible in order to demonstrate realistic scenarios and avoid overly simplistic examples. | ||
- | ===== Contents ===== | + | ==== Getting Started |
+ | === Load and View Data === | ||
+ | This tutorial can be completed with any [[Visual3D: | ||
- | * [[# | + | === Clean your Data === |
- | * [[# | + | |
- | * [[# | + | |
- | * [[# | + | |
- | * [[# | + | |
+ | This tutorial uses overground walking data from four subjects. The subjects walked at three different speeds; slow, normal and fast. [[https:// | ||
- | ===== Load and View Data ===== | + | === Perform Principal Component Analysis |
- | This tutorial | + | This tutorial |
- | ===== Clean your Data ===== | + | === Export Results |
- | This tutorial uses overground walking data from four subjects. The subjects walked at three different speeds; slow, normal and fast. [[[https:// | + | This tutorial uses the same overground walking data set as the [[# |
- | ===== Perform | + | It also uses predefined queries that have been saved in a .q3d file. [[https:// |
+ | |||
+ | ==== Principal Component Analysis ==== | ||
+ | |||
+ | === Perform Principal Component Analysis | ||
This tutorial uses overground walking data from roughly 100 subjects divided into two conditions: normal control and osteoarthritis (moderate to severe). This data set can be found in the Demo folder of your Sift installation. | This tutorial uses overground walking data from roughly 100 subjects divided into two conditions: normal control and osteoarthritis (moderate to severe). This data set can be found in the Demo folder of your Sift installation. | ||
- | ===== Export Results | + | === Run K-Means |
+ | |||
+ | This tutorial also uses overground walking data from roughly 100 subjects divided into two conditions: normal control and osteoarthritis (moderate to severe). This data set can be found in the Demo folder of your Sift installation. | ||
+ | |||
+ | === Outlier Detection with PCA === | ||
+ | |||
+ | This tutorial uses a data set from a Visual3D Workshop at a recent ASB meeting. [[https:// | ||
+ | |||
+ | ==== Open Source Datasets ==== | ||
+ | |||
+ | These tutorials demonstrate how Sift can be used to explore and analyse different publicly available datasets. | ||
+ | |||
+ | === Treadmill Walking in Healthy Individuals === | ||
+ | |||
+ | This tutorial explores Fukuchi et al.'s public data set of marker-based motion capture to describe [[https:// | ||
- | This tutorial uses the same overground walking | + | The data set is available through Figshare: |
- | It also uses predefined queries that have been saved in a .q3d file. [[[https:// | + | Supporting files are provided to simplify some of the tutorial' |
- | ===== Treadmill Walking in Healthy Individuals ===== | + | === OpenBiomechanics Project |
- | This tutorial explores Fukuchi et al.' | + | The Build CMZs Files, Analysis of Baseball Hitters at Different Levels of Competition, |
- | The dataset | + | The data set is available through |
- | Supporting files are provided to simplify some of the tutorial' | + | Driveline Baseball also provides a website describing |
+ | Supporting files to simplify each tutorial are also available: | ||
+ | - Build CMZ Files: [[https:// | ||
+ | - Analysis of Baseball Hitters: [[https:// | ||
+ | - Analysis of Shoulder Angular Velocity: [[https:// | ||
sift/tutorials/tutorial_files.1718805326.txt.gz · Last modified: 2024/06/19 13:55 by sgranger