Pinned Loading

1. Academic_Papers Academic_Papers Public

   Copies of my peer-reviewed academic papers

   6

2. data_wrangling_buildingdatafd data_wrangling_buildingdatafd Public

   Import, clean, and prepare data for machine learning from commercial building HVAC systems (specifically a chiller plant)

   Jupyter Notebook 1

3. decisiontrees_randomforests decisiontrees_randomforests Public

   A library implementing decision trees and random forests, with a demonstration to filter spam

   Jupyter Notebook 1

4. neuralnetwork neuralnetwork Public

   A library implementing a neural network, with a demonstration on image recognition of handwritten digits

   Jupyter Notebook

5. wind_turbine_fault_detection wind_turbine_fault_detection Public

   Import, clean, and prepare data and conduct machine learning for fault detection in a wind turbine

   Jupyter Notebook 16 7

6. image_segmentation_chromosomes image_segmentation_chromosomes Public

   Jupyter Notebook 47 21