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followers: 13.0 following: 10.0 repos: 27.0 gists: 0.0

Name: Fraser King

Type: User

Company: University of Michigan

Bio: Machine learning and remote sensing data scientist

Twitter: frasertheking

Location: Guelph, Ontario

Blog: http://frasertheking.com

Hi 👋 I'm Fraser

A deep learning, remote sensing and precipitation enthusiast

🤖 Currently focused on model interpretability research in the Geosciences (i.e., do we know what our physical models are doing? Are they right for the right reasons?)
❄️ Also working on microphysical dimensionality reduction using PCA, t-SNE, UMAP, AEs and density-based clustering
🔭 I'm very interested in ML applications in the Geosciences (i.e., DeepPrecip, BlindPaint, Bias Correction)
📝 I write articles on deep learning, remote sensing and the environment (see my medium profile on towardsdatascience)
📱 Supporter of citizen science projects and open data/science (e.g., want to use your iPhone for snow depth measurements?)
🖥️ Public particle microphysics dataset maintainer (and API developer for pipd)
🗺️ Amateur cartographer (MapsByFraser)
📫 How to reach me [email protected]
📄 Learn more about my work/research experiences https://frasertheking.com/resume/cv.pdf

Connect with me:

Languages and Tools:

Visit my personal website for more information - https://frasertheking.com

Fraser King's Projects

anp

Examination of Attentive Neural Processes for modelling spatial snowfall (and uncertainties)

blended_4

Blended4 Dataset

blindzone_inpainting

Public data repository for the AIES spaceborne blind zone inpainting model

captainantivirus

2d Sidescroller

customspinner

Animated Loading Spinner

deepprecip

A deep convolutional neural network for surface precipitation retrievals

esem_workflow

Workflow used in running the ESEM CNN and integration with GP regression

frasertheking

Config files for my GitHub profile.

godsend

Worldbuilding escape game

graph

Straylight - 3D iOS graph theory puzzle game [indev]

jgr

Code repository for my CloudSat manuscript submitted to AGU

jtcalendar

A customizable calendar view for iOS.

maze

Craze Maze - another iOS puzzle game based around solving mazes

niagara-hrldas

NoahMP setup, forcing and run scripts on the Niagara supercomputing cluster

nyanbattles

Local multiplayer 2d shooter

ontario_snow_surveys

SNODAS bias correction snow survey data repository

piccrypt

Localized secure message exchange application

pip_processing

Collection of scripts for processing PIP data

pipdb

A package for interacting with precipitation imaging package data

randomforestgeosciences

Tutorial documents for machine learning in the Geosciences using Python

sharpshooter

A 2d topdown space shooter

smart

SMART App iOS Development

snowfall_pca

Code repository for snow particle size distribution PCA project

toy-snowmodel

SnowMelt model - Includes both an energy balance and time-index approach

triangles

Kobon - iOS combinatorics puzzle game

unet_radar_inpaint

A deeply supervised fully-connected UNet for radar blind zone inpainting

wunderground

wunderground weather station bias comparison

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