Damion V. Demeter*, Laura E. Engelhardt, Remington Mallett, Evan M. Gordon, Tehila Nugiel, K. Paige Harden, Elliot M. Tucker-Drob, Jarrod A. Lewis-Peacock, Jessica A. Church
- Correspondence: [email protected]
-
Main SVM Classifier Script: Twin_Match.py
-
SVM Using Opposite Group Features Script: Opposite_Mask_SVM.py
-
Requirements: (Unfortunately) these scripts are written in python 2.7. Other requirements:
numpy
scipy
sklrean
pandas
seaborn
matplotlib
- Timecourse files should be in a group folder, with each pair given a family ID, then an individual ID separated with an underscore. Example with two "family" pairs. Family 201 and family 202:
/MZ_TWINS/
/201_1.txt
/201_2.txt
/202_1.txt
/202_2.txt
/etc
- Beyond this, see the -h (help) argument in the scripts for full details of required arguments.
- See in-code comments for notes about each step, etc. (I try to heavily comment my code....probably too much to be honest).
The following playlist was used for data cleaning (language warning). The main author of this work can't guarantee your successful use of these scripts without this playlist:
https://open.spotify.com/playlist/6gDuLpHIlHqsU58J7eARkS?si=C5bKBQSQTK2O2mU14LfaMQ