weiji14
Geospatial Data Scientist/ML Practitioner @developmentseed. Towards GPU-native and cloud-native geospatial machine learning!
@developmentseedWellington
Pinned Repositories
pygmt
A Python interface for the Generic Mapping Tools.
30DayMapChallenge2021
2021 #30DayMapChallenge data visualization project. Maps made using PyGMT whenever possible.
agu2021
Poster material for AGU Fall Meeting 2021 hybrid conference on 13-17 December 2021.
cog3pio
Cloud-optimized GeoTIFF ... Parallel I/O 🦀
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!
foss4g2023oceania
The ecosystem of geospatial machine learning tools in the Pangeo world.
nz_convnet
A U-net based ConvNet for NZ imagery to classify building outlines.
s2s2net
Sentinel-2 Super-Resolution Segmentation Network
zen3geo
The 🌏 data science library you've been waiting for~
weiji14's Repositories
weiji14/zen3geo
The 🌏 data science library you've been waiting for~
weiji14/cog3pio
Cloud-optimized GeoTIFF ... Parallel I/O 🦀
weiji14/letsjustwander
A blog to jot down wanderlusting thoughts with a heck of a mindset. Built using the Eleventy static site generator.
weiji14/migars2024
Poster for the 2024 International Conference on Machine Intelligence for GeoAnalytics and Remote Sensing in Wellington on 9 April 2024
weiji14/pygmt
A Python interface for the Generic Mapping Tools
weiji14/geo
Geospatial primitives and algorithms for Rust
weiji14/geotiff
Reading GeoTIFFs in Rust, nothing else!
weiji14/hub-image
Default image for NASA's cryocloud hub
weiji14/image-tiff
TIFF decoding and encoding library in pure Rust
weiji14/weiji14.github.io
My personal website and Curriculum Vitae. Built using Eleventy!
weiji14/admin-requests
weiji14/climsimburn
A machine learning model implemented in Rust 🦀 + Burn 🔥 for the LEAP - Atmospheric Physics using AI (ClimSim) Kaggle challenge
weiji14/conda-forge-pinning-feedstock
A conda-smithy repository for conda-forge-pinning.
weiji14/ctcorenet
Neural network for classifying rock clasts in computed tomography (CT) scans of sediment cores.
weiji14/cupy-xarray
Interface for using cupy in xarray, providing convenience accessors.
weiji14/DALI
A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.
weiji14/datacube-compute
weiji14/deepspeed-feedstock
A conda-smithy repository for deepspeed.
weiji14/flash-attn-feedstock
A conda-smithy repository for flash-attn.
weiji14/fms-fsdp
🚀 Efficiently (pre)training foundation models with native PyTorch features, including FSDP for training and SDPA implementation of Flash attention v2.
weiji14/geopandas
Python tools for geographic data
weiji14/gmt-feedstock
A conda-smithy repository for gmt.
weiji14/laz-rs-python
Python bindings for laz-rs
weiji14/odc-stac
Load STAC items into xarray Datasets.
weiji14/open-gpu-server
The Open GPU Server for CI purpose.
weiji14/pangeo-docker-images
Docker Images For Pangeo Jupyter Environment
weiji14/pangeo.io
Pangeo Website
weiji14/pytorch3d-feedstock
A conda-smithy repository for pytorch3d.
weiji14/staged-recipes
A place to submit conda recipes before they become fully fledged conda-forge feedstocks
weiji14/startinpy
A Python library for modelling and processing 2.5D terrains using a (2D) Delaunay triangulation.