weiji14

deepbedmap

Going beyond BEDMAP2 using a super resolution deep neural network. Also a convenient flat file data repository for high resolution bed elevation datasets around Antarctica.

deepicedrain

Mapping and monitoring deep subglacial water activity in Antarctica using remote sensing and machine learning, with ICESat-2!

30DayMapChallenge2021

2021 #30DayMapChallenge data visualization project. Maps made using PyGMT whenever possible.

nz_convnet

A U-net based ConvNet for NZ imagery to classify building outlines.

s2s2net

Sentinel-2 Super-Resolution Segmentation Network

agu2021

Poster material for AGU Fall Meeting 2021 hybrid conference on 13-17 December 2021.

nz_space_challenge

A prototype end-to-end deep learning solution to identify and traverse crevasses in Antarctica for safer navigation. Uses supervised classification and reinforcement learning.

pyissm

Experimental code on running the Ice Sheet System Model (ISSM) via Python instead of the default Matlab interface.

phdthesis

The subglacial landscape and hydrology of Antarctica mapped from space

actinspacenz

Developing a solution for maritime monitoring using ConvNets on Sentinel 1 radar imagery.

cryospheric-data-lakes

Big data tools to handle various cryospheric remote sensing datasets, mostly in python.

nzasc2021

Poster presented at the New Zealand Antarctic Science Conference 2021 in Christchurch on 10 February 2021.

dat-docker

Docker build of [Dat](https://github.com/datproject/dat) - the distributed data sharing tool.

PlotNeuralNet

Latex code for making neural networks diagrams

beaker-browser

Docker build of the experimental beaker browser with peer-to-peer Web protocols.

kaikoura3d

3D visualization of New Zealand's Kaikoura coast using Qgis2threejs and Landsat8 data

.github

atom-hydrogen

Atom editor with built-in hydrogen functionality, plus other scientific libraries if needed

ctcorenet

Neural network for classifying rock clasts in computed tomography (CT) scans of sediment cores.

foss4g2019oceania

PyGMT Workshop at FOSS4G Oceania 2019, Wellington, New Zealand

hf-data-scripts

Set of scripts used for making the datasets on https://huggingface.co/openclimatefix

intake-parquet

Parquet plugin for Intake

intel-ai-webinar-neural-networks

jupyterbook-template

Template repository for UW Hackweek JupyterBook websites

pyodide

Pyodide is a Python distribution for the browser and Node.js based on WebAssembly

pytest-mpl

A pytest plugin to faciliate image comparison for Matplotlib figures

rioxarray

geospatial xarray extension powered by rasterio

scipy-dev

Dockerfile for building/compiling latest development version of scipy pulled from github, based on debian, uses python 2.7.

stackstac

Turn a STAC catalog into a dask-based xarray

YOLOX

YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/