K_Njoroge's repositories
Awesome-Geospatial
Long list of geospatial tools and resources
Fused
Public Fused UDFs. Build any scale workflows with the Fused Python SDK and Workbench webapp, and integrate them into your stack with the Fused Hosted API.
geospatial-ds-cholera-lab
A repo dedicated to developing a geospatial data science prototype (see issue: https://github.com/developmentseed/labs/issues/292)
cng-workshop
Intro to cloud-native geospatial workshop
DECPG
USC PPD534: Data, Evidence, and Communication for the Public Good
housing-passports-v2
Project in collaboration with WB to improve housing resilience.
osmnx-tut
Gallery of OSMnx tutorials, usage examples, and feature demonstations.
Overture
Overture Maps Data
OvertureMapsDownloader
Overture Maps Downloader simplifies geospatial data manipulation by integrating the powerful DuckDB, Dask DataFrames, and GDAL/OGR open source tools.
pybayts_detect
A python implementation of R's bayts library for deforestation detection. Based on Reiche et al. 2015 and Reiche et al. 2018
pygmtsar
PyGMTSAR (Python InSAR): Powerful and Accessible Satellite Interferometry
sdmTMB
:earth_americas: An R package for spatial and spatiotemporal GLMMs with TMB
segment-anything-services
Running segment-anything image embedding, prompting, and mask generation as torchserve services
slickformer
Segmenting oil slicks with a panoptic segmentation transformer architecture
Streamlit_Fused
Repository explores the integration of Fused and Streamlit
tensorflow-eo-training
Deep learning with TensorFlow and earth observation data.
tensorflow-eo-training-2
A workshop taught in 2023 for NASA SERVIR, ACCA, and members of other environmental organizations in South America
time-series-for-lulc
Land use mapping using time series data at pixel level
urbanDS
USC urban data science course series with Python and Jupyter