weiji14
Geospatial Data Scientist/ML Practitioner @developmentseed. Towards GPU-native and cloud-native geospatial machine learning!
@developmentseedVienna
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/foss4g2023oceania
The ecosystem of geospatial machine learning tools in the Pangeo world.
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/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/conda-lock-refresh
Conda-lock refresh GitHub Action
weiji14/datasets
🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
weiji14/flash-attn-feedstock
A conda-smithy repository for flash-attn.
weiji14/geoarrow-rs
GeoArrow in Rust, Python, and JavaScript (WebAssembly) with vectorized geometry operations
weiji14/gmt-feedstock
A conda-smithy repository for gmt.
weiji14/hidefix
🐕 Concurrent HDF5 and NetCDF4 reader (experimental)
weiji14/itslive-feedstock
A conda-smithy repository for itslive.
weiji14/itslive-py
Python client for ITSLIVE glacier ice velocities.
weiji14/object-store-python
Python bindings and arrow integration for the rust object_store crate.
weiji14/pangeo-docker-images
Docker Images For Pangeo Jupyter Environment
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/torchvision-feedstock
A conda-smithy repository for torchvision.
weiji14/vit-pytorch-feedstock
A conda-smithy repository for vit-pytorch.
weiji14/weiji14
weiji14/xarray.dev
The Xarray landing page
weiji14/zarr-python
An implementation of chunked, compressed, N-dimensional arrays for Python.