Wendy Mak's repositories
udacity-selfdrivingcar-nd
projects for the udacity self driving car ND
avazu-kaggle
modelling CTR on the kaggle avazu challenge
spacenet-buildings
experiments with building identification in spacenet challenge datasets
spacenet-roads
experiments with road identification on spacenet challenge data
2deg_electron_mobility_modelling
some code from the old phd days
algorithm-exercises
Implementations of algorithms I am trying to learn. Might not be all correct ;)
berlin-geo-features
geo feature engineering project for berlin airbnb listings
Carnd-pathplanning
separate repo for path planning project while I figure out how to actually do it properly...
Carnd-Unscented-Kalman
Submission Repo for the unscented kalman filter algorithm for the self driving car ND
fastai-dl2-2019-resources-notes
notes and resources from the 2019 version of the fastai dl2 course
fastai_dev
development of the next version of fastai
kaggle-nyc-taxi-fare
some experiments around the kaggle nyc taxi fare prediction comp
kaggle-satellite-cloud-identifcation
experiments around https://www.kaggle.com/c/understanding_cloud_organization
nn_architecture_explore
experiments with neural net architectures
pandana
Pandas Network Analysis - dataframes of network queries, quickly
Pandas-Bokeh
Bokeh Plotting Backend for Pandas and GeoPandas
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
texthashing
experiments around text hashing for similarity search
udacity-ai-nd-projects
projects for the udacity AI nanodegree
udacity-CarND-capstone
repo for the capstone project in the self driving car ND
useful-bash-scripts
A random collection of scripts that may come in handy