Code for running baseline models/experiments with the Fields of The World dataset

Open-source, cloud-native transactional tensor storage engine

Build and publish docker images compatible with linux/amd64 and linux/arm64 architectures

Shared utility scripts for AI for Earth projects and team members

A baseline for the "Multitemporal Semantic Change Detection" track of the 2021 IEEE GRSS Data Fusion Competition.

A global repository of open address, building, and parcel data.

Road network extraction from satellite imagery, with speed and travel time estimates

AWS SQS Message mover

☀️📝 write notes daily

Code for high-voltage grid mapping project with the World Bank; early 2018

Cool Python features for machine learning that I used to be too afraid to use. Will be updated as I have more time / learn more.

Data Preparation for Satellite Machine Learning

A collection of various deep learning architectures, models, and tips

A tool for running deep learning algorithms for semantic segmentation with satellite imagery

Python package containing functions and classes for the blue roofs GBDX Notebook.

(Deprecated) Python SDK for using GBDX

Community list of transit APIs, apps, datasets, research, and software 🚌🌟🚋🌟🚂

The Hacker Within at the University of California - Berkeley

Python examples and code to replicate the R analysis used in the Computational Technique sections of each chapter from Statistical Modeling: A Fresh Approach (2nd Edition)

Python tools for geographic data

bike sharing + python = pybikes

Minimal and clean examples of machine learning algorithms implementations

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

Lecture notes and various items for a course on space-time analytics