Pinned Repositories
torchgeo
TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data
africa_poverty
BECT-ABM
An agent-based modeling tool supporting bioenergy and bio-product community communication regarding cellulosic bioeconomy development
CARD
ConvQA
Final Project for CS 598 Conversational AI
covid-data-model
Data backend providing computed data for the graphs displayed at https://covidactnow.org
crop-type-transfer-learning
Transfer Learning for Global Crop Type Mapping
crop_yield_prediction_US
Crop Yield Prediction with Deep Learning
cropharvest
Open source remote sensing dataset with benchmarks
Crossformer
Official implementation of our ICLR 2023 paper "Crossformer: Transformer Utilizing Cross-Dimension Dependency for Multivariate Time Series Forecasting"
yichiac's Repositories
yichiac/crop-type-transfer-learning
Transfer Learning for Global Crop Type Mapping
yichiac/Crossformer
Official implementation of our ICLR 2023 paper "Crossformer: Transformer Utilizing Cross-Dimension Dependency for Multivariate Time Series Forecasting"
yichiac/africa_poverty
yichiac/BECT-ABM
An agent-based modeling tool supporting bioenergy and bio-product community communication regarding cellulosic bioeconomy development
yichiac/CARD
yichiac/covid-data-model
Data backend providing computed data for the graphs displayed at https://covidactnow.org
yichiac/crop_yield_prediction_US
Crop Yield Prediction with Deep Learning
yichiac/cropharvest
Open source remote sensing dataset with benchmarks
yichiac/deep-transfer-learning-crop-prediction
Deep transfer learning techniques for crop yield prediction, published in COMPASS 2018. Best Presentation Winner.
yichiac/geoboxplot
Geoboxplot is a boxplot tool developed by NCDR and Taiwan CDC.
yichiac/Mastering-Vim
Mastering Vim, published by Packt
yichiac/ml4eo-bootcamp-2021
Machine Learning for Earth Observation Training of Trainers Bootcamp
yichiac/modified_RM
yichiac/MODIS_GlobalFloodDatabase
This repository contains the code used to produce the Global Flood Database and assess changes in population exposed to floods.
yichiac/PhysioPro
A deep learning framework for physiological data processing and understanding.
yichiac/presto
Lightweight, Pre-trained Transformers for Remote Sensing Timeseries
yichiac/SeqML
A repository containing the implementations about our machine learning researches on sequence data and sequential decision making.
yichiac/spack
A flexible package manager that supports multiple versions, configurations, platforms, and compilers.
yichiac/SSL4EO-S12
SSL4EO-S12: a large-scale dataset for self-supervised learning in Earth observation
yichiac/torchgeo
TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data
yichiac/yichiac.github.io
https://yichiac.github.io