Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filte…

A high performance implementation of HDBSCAN clustering.

Gallery of OSMnx tutorials, usage examples, and feature demonstrations.

Useful scripts, udfs, views, and other utilities for migration and data warehouse operations in BigQuery.

K-Means clustering - constrained with minimum and maximum cluster size. Documentation: https://joshlk.github.io/k-means-constrained

Repository for Digital Earth Africa Sandbox, including: Jupyter notebooks, scripts, tools and workflows for geospatial analysis with Open Data Cube and xarray

📘 🌍 A broad collection of GIS related tutorials

Example notebooks illustrating MovingPandas use cases

Guide to methods for generating and testing Cloud-Optimized Geospatial Formats

Areal & Dasymetric Interpolation; Change of Support

Global Ensemble Digital Terrain modeling and parametrization at 30~m resolution (GEDTM30)

Python package for early warning signals (EWS) of bifurcations in time series data.

Curated Python Notebooks for Amazing Data Visualization

Machine learning code for quantum dots

Spatial Data Science for Social Geography

A Python API for retrieving meteorological and oceanographic data from the National Data Buoy Center (NDBC).

Analyse MalariaGEN data from Python

Geoprocessing tools (Python) for efficient geometric mapping and set operations over geospatial grids

Marketing automation with data science

Quick repo to check out a few different gridding packages

Session-weighted recommendation system in Python

Code and data for medium blog on using H3 spatial indexing to pull Places API data

Easily build interactive and static maps with hvPlot

Mapping VIIRS Active Fires in South America

Advanced combinatorics course at Wroclaw University of Science and Technology 2020/2021