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Starred repositories
Fast and memory-efficient exact attention
TensorZero is an open-source stack for industrial-grade LLM applications. It unifies an LLM gateway, observability, optimization, evaluation, and experimentation.
A survey of use cases and current data schemas for vector embeddings in geoparquet
A repository for summaries of recent explainable AI/Interpretable ML approaches
A game theory approach to measuring spatial effects from machine learning models.
Towards Robust Evaluation for Geospatial Foundation Models
Code for running baseline models/experiments with the Fields of The World dataset
❄️🔥 Visual Prompt Tuning [ECCV 2022] https://arxiv.org/abs/2203.12119
🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
Official code of the paper "Panopticon: Advancing Any-Sensor Foundation Models for Earth Observation"
Benchmarking of machine learning and numerical weather prediction (MLWP & NWP) models, with a focus on extreme events.
Description of FTW dataset and list of field boundary datasets it includes
This software performs the automated forest height inversion and mosaicking from spaceborne repeat-pass L-band HV-pol InSAR correlation magnitude data (e.g. JAXA’s ALOS-1/2, and the future NASA-ISR…
Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.
Xarray backend to Copernicus Sentinel-1 satellite data products
A curated list of awesome vision and language resources for earth observation.
Schema, functions and a python library for storing and accessing STAC collections and items in PostgreSQL
A playbook for systematically maximizing the performance of deep learning models.
R package to analyze trajectories of a time series
Template repository for setting a reproducible research project.
A Python package to assess and improve fairness of machine learning models.
Convert STAC items between JSON, GeoParquet, pgstac, and Delta Lake.