Chronos: Pretrained Models for Probabilistic Time Series Forecasting

TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

PyTorch implementation of SatCLIP

Lightweight, Pre-trained Transformers for Remote Sensing Timeseries

Final Project for CS 598 Conversational AI

Official implementation of our ICLR 2023 paper "Crossformer: Transformer Utilizing Cross-Dimension Dependency for Multivariate Time Series Forecasting"

A deep learning framework for physiological data processing and understanding.

A repository containing the implementations about our machine learning researches on sequence data and sequential decision making.

A flexible package manager that supports multiple versions, configurations, platforms, and compilers.

Open source remote sensing dataset with benchmarks

Crop Yield Prediction with Deep Learning

SSL4EO-S12: a large-scale dataset for self-supervised learning in Earth observation

An agent-based modeling tool supporting bioenergy and bio-product community communication regarding cellulosic bioeconomy development

This repository contains the code used to produce the Global Flood Database and assess changes in population exposed to floods.

Machine Learning for Earth Observation Training of Trainers Bootcamp

Mastering Vim, published by Packt

Data backend providing computed data for the graphs displayed at https://covidactnow.org

Deep transfer learning techniques for crop yield prediction, published in COMPASS 2018. Best Presentation Winner.