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sta561_ml_project's Introduction

STA561 Probabilistic Machine Learning: Final Project - Spring 2019

Poster To-Do List - DUE 4/15 6PM

  1. Intro Description (Eduardo/Sebastian)

    • Motivation
    • Data Description (w/ tables)
    • What are we trying to show

  2. Methods

    • Description (i.e. 1-layer NN, packages used, etc) SAM
    • NN Diagram Eduardo

  3. Results Sebastian/Yuan

    • Before/After Smoothing Images
    • PCA

  4. Further Dev TBD

  5. References Sebastian

  6. Poster Design Sebastian

Script Run Order

  1. clean_emg_data.R

  2. sep_gestures.R

  3. PCA.R

  4. pad_matrices_PCA.R

Observation File Naming Convention

/[main data directory]/[subject number [01,36]]/gesture_[gesture number [1,6]]_[attempt number {1,2}]_[trial number {1,2}] there are 2 trials (large txt file) per subject; 2 attempts per gesture per trial

sta561_ml_project's People

Contributors

sebastianknigge avatar ecoronado92 avatar samvoisin avatar yuanzheng1995 avatar jonklus avatar

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