Wendy Mak's repositories
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
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
flow-forecast
DL PyTorch library for time series forecasting (originally for flood forecasting)
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
medical_imagery_project
for stashing various experiments around the manning 3d-medical-image-analysis-with-pytorch project
ML_SageMaker_Studies
Case studies, examples, and exercises for learning to deploy ML models using AWS SageMaker.
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 ;)
sagemaker-deployment
Code and associated files for the deploying ML models within AWS SageMaker
satellite-segmentation-e2e
attempt to create an full fledge spacenet building segmentation model that also does inference
satellite_imagery_surface_water
repo for the manning Monitoring Changes in Surface Water Using Satellite Image Data project
useful-bash-scripts
A random collection of scripts that may come in handy