LilyHu

LilyHu.github.io

My personal website

Academic_Papers

Copies of my peer-reviewed academic papers

image_segmentation_chromosomes

wind_turbine_fault_detection

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

deeplearning_projects

Deep learning using tensorflow

data_wrangling_buildingdatafd

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

neuralnetwork

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

decisiontrees_randomforests

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

python-fundamentals

Materials for teaching the Python FUNdamentals workshop at UC Berkeley's D-lab