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richardscottoz's Projects

gpg icon gpg

Geophysics for Practicing Geoscientists

gqrf icon gqrf

'gqrf' is an R package for implementing geographic quantile regression forest method for spatial interpolation as described in Maxwell et al, (2020).

grid-aeromag icon grid-aeromag

Gridding of brazilian aeromagnetometric data with Python

grid-mae icon grid-mae

Investigate possibilities for Vision Transformers with multiscale grids

gsom icon gsom

GSOM implementation in python

guard icon guard

Simulating Imperial Dynamics and Conflict in the Ancient World

gxpy icon gxpy

Python for Geosoft GX Developer

h2o-llmstudio icon h2o-llmstudio

H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs

h3-pandas icon h3-pandas

Integration of H3 with GeoPandas and Pandas

harmonica icon harmonica

Forward modeling, inversion, and processing gravity and magnetic data

hat icon hat

Implementation of HAT https://arxiv.org/pdf/2204.00993

hdmedians icon hdmedians

High-dimensional medians (medoid, geometric median, etc.). Fast implementations in Python.

hdstats icon hdstats

A library of multivariate, high-dimensional statistics, and time series algorithms for spatial-temporal stacks.

hex-mapping icon hex-mapping

Tools to work with hex maps for roleplaying games. Usually web applications written in Perl and producing SVG output.

hiperseis icon hiperseis

High Performance Seismologic Data and Metadata Processing System

hsi_toolkit_py icon hsi_toolkit_py

GatorSense Hyperspectral Image Analysis Toolkit - Python Implementation

hyperspectral-autoencoders icon hyperspectral-autoencoders

Tools for training and using unsupervised autoencoders and supervised deep learning classifiers for hyperspectral data.

ieee_tnnls_egu-net icon ieee_tnnls_egu-net

Danfeng Hong, Lianru Gao, Jing Yao, Naoto Yokoya, Jocelyn Chanussot, Uta Heiden, Bing Zhang. Endmember-Guided Unmixing Network (EGU-Net): A General Deep Learning Framework for Self-Supervised Hyperspectral Unmixing, IEEE TNNLS, 2021.

ieee_tpami_spectralgpt icon ieee_tpami_spectralgpt

Hong, D., Zhang, B., Li, X., Li, Y., Li, C., Yao, J., Yokoya, N., Li, H., Ghamisi, P., Jia, X., Plaza, A. and Gamba, P., Benediktsson, J., Chanussot, J. (2024). SpectralGPT: Spectral remote sensing foundation model. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024. DOI:10.1109/TPAMI.2024.3362475.

information_fusion_casformer icon information_fusion_casformer

Li, Chenyu, Bing Zhang, Danfeng Hong, Jun Zhou, Gemine Vivone, Shutao Li, and Jocelyn Chanussot. "CasFormer: Cascaded transformers for fusion-aware computational hyperspectral imaging." Information Fusion, 2024, 102408.

interpret-community icon interpret-community

The Interpret Community extends Interpret repo with additional interpretability techniques and utility functions to handle real-world datasets and workflows.

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