Jonathan M's starred repositories
gausspyplus
Fully automated Gaussian decomposition package for emission line spectra
streamlit-geospatial
A multi-page streamlit app for geospatial
streamlit-bokeh-events
A streamlit component for bi-directional communication with bokeh plots.
streamlit-folium
Streamlit Component for rendering Folium maps
earthengine-py-notebooks
A collection of 360+ Jupyter Python notebook examples for using Google Earth Engine with interactive mapping
obsidian-zotero-integration
Insert and import citations, bibliographies, notes, and PDF annotations from Zotero into Obsidian.
PaLM-rlhf-pytorch
Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM
public-apis
A collective list of free APIs
geospatial-data-catalogs
A list of open geospatial datasets available on AWS, Earth Engine, Planetary Computer, NASA CMR, and STAC Index
Fa22---INTRO-TO-MACHINE-LEARNING
Introduction to machine learning course Dr. Tan Bui (reference: Teaching materials for the applied machine learning course at Cornell Tech)
SpaceLiDAR.jl
A Julia package for working with ICESat-2 & GEDI data as part of my PhD research
cornell-cs5785-2020-applied-ml
Teaching materials for the applied machine learning course at Cornell Tech (online edition)
Information
Information and resources about bathymetric data from NASA's ICESat-2 mission, created by the ICESat-2 Science Team Bathymetry Working Group.
Dreambooth-Stable-Diffusion
Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) by way of Textual Inversion (https://arxiv.org/abs/2208.01618) for Stable Diffusion (https://arxiv.org/abs/2112.10752). Tweaks focused on training faces, objects, and styles.
CoastSat.PlanetScope
Batch shoreline extraction toolkit for PlanetScope Dove satellite imagery
planet-client-python
Python client for Planet APIs
Twitter-API-v2-sample-code
Sample code for the Twitter API v2 endpoints
OpenOceans
OpenOceans helps you extract and analyze bathymetry from ICESat-2 lidar data.
stable-diffusion
A latent text-to-image diffusion model
ICESat-2-Satellite-Derived-Bathymetry-using-Landsat-8-data
Code to process ICESat-2 ATL03 photon returns into refraction corrected bathymetry and collocate the data to reflectance values from Landsat 8 multispectral data (Processed in the SeaDAS program) to interpolate depth in optically shallow water.