Pinned Repositories
birdsong_recognition
instagram-lambda-query
basic lambda function for AWS to collect instagram posts around london and saves this to S3
person-autocropper
mini-script to crop photos/images to a person
spacenet-buildings
experiments with building identification in spacenet challenge datasets
spacenet-roads
experiments with road identification on spacenet challenge data
udacity-selfdrivingcar-nd
projects for the udacity self driving car ND
wwymak's Repositories
wwymak/avazu-kaggle
modelling CTR on the kaggle avazu challenge
wwymak/spacenet-buildings
experiments with building identification in spacenet challenge datasets
wwymak/spacenet-roads
experiments with road identification on spacenet challenge data
wwymak/2deg_electron_mobility_modelling
some code from the old phd days
wwymak/algorithm-exercises
Implementations of algorithms I am trying to learn. Might not be all correct ;)
wwymak/berlin-geo-features
geo feature engineering project for berlin airbnb listings
wwymak/causalML
A course on causal machine learning.
wwymak/Classy
Supervised classification of Study designs
wwymak/deepul
wwymak/fastai
The fast.ai deep learning library, lessons, and tutorials
wwymak/fastai-dl2-2019-resources-notes
notes and resources from the 2019 version of the fastai dl2 course
wwymak/fastai_dev
development of the next version of fastai
wwymak/flow-forecast
DL PyTorch library for time series forecasting (originally for flood forecasting)
wwymak/kaggle-dstl
wwymak/kaggle-nyc-taxi-fare
some experiments around the kaggle nyc taxi fare prediction comp
wwymak/kaggle-satellite-cloud-identifcation
experiments around https://www.kaggle.com/c/understanding_cloud_organization
wwymak/medical_imagery_project
for stashing various experiments around the manning 3d-medical-image-analysis-with-pytorch project
wwymak/ML_SageMaker_Studies
Case studies, examples, and exercises for learning to deploy ML models using AWS SageMaker.
wwymak/moviegeek
A django website used in the book Practical Recommender Systems to illustrate how recommender algorithms can be implemented.
wwymak/napari
napari: a fast, interactive, multi-dimensional image viewer for python
wwymak/nn_architecture_explore
experiments with neural net architectures
wwymak/pandana
Pandas Network Analysis - dataframes of network queries, quickly
wwymak/Pandas-Bokeh
Bokeh Plotting Backend for Pandas and GeoPandas
wwymak/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 ;)
wwymak/sagemaker-deployment
Code and associated files for the deploying ML models within AWS SageMaker
wwymak/satellite-segmentation-e2e
attempt to create an full fledge spacenet building segmentation model that also does inference
wwymak/satellite_imagery_surface_water
repo for the manning Monitoring Changes in Surface Water Using Satellite Image Data project
wwymak/task-geo
"Help us understand how geography affects virality."
wwymak/task-ties
"What is known about transmission, incubation, and environmental stability?"
wwymak/useful-bash-scripts
A random collection of scripts that may come in handy