Skip to content

Instantly share code, notes, and snippets.

View specifics's full-sized avatar

specifics

5 followers · 4 following
  • US West
View GitHub Profile
@specifics
specifics / fun-with-hyper-parameter-tuning.md
Last active February 25, 2018 21:59
Notes for "Fun with Hyper-Parameter Tuning" presentation on 25-Feb-2018

Fun with Hyper Parameter Tuning

Presentation by John Burt, Ph.D @ PSU Business Accelerator on 25 Feb 2018 @ 1pm

  • CV = cross-validation

Code Example 1

  • Done mainly using the sklearn library
  • Count vectorizor: each word occurrence is a vector
  • Text data > Feature Engineering: TfidVectorizer > Classifier: SGDClassifier > Hyper-parameter tuning: GridsearchCV
@specifics
specifics / A wild dataset has appeared.ipynb
Last active February 18, 2018 18:08 — forked from KLDGH/A wild dataset has appeared.ipynb
Loading
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
@specifics
specifics / Dynamic-Time-Series-Modeling.ipynb
Last active February 18, 2018 21:09 — forked from KLDGH/Dynamic-Time-Series-Modeling.ipynb
Dynamic Time-Series Modeling
Loading
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.