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ETL, Analytics, Versioning for Unstructured Data
Statistical Data Analysis in Python
Set of real world data science tasks completed using the Python Pandas library
An introductory workshop on pandas with notebooks and exercises for following along. Slides contain all solutions.
Python Kalman filtering and optimal estimation library. Implements Kalman filter, particle filter, Extended Kalman filter, Unscented Kalman filter, g-h (alpha-beta), least squares, H Infinity, smoo…
Template for Python Projects
Github-repo for Kystverkets modell for Maritime Utslipp (MarU)
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…
MoveTK is a library for computational movement analysis written in C++.
PRQL is a modern language for transforming data — a simple, powerful, pipelined SQL replacement
"Improving Maritime Traffic Emission Estimations on Missing Data with Conditional RBMs" paper code and data for reproducibility
Spatial Representations for Artificial Intelligence - a Python library toolkit for geospatial machine learning focused on creating embeddings for downstream tasks
Voilà turns Jupyter notebooks into standalone web applications
Calculate the distance between 2 points on Earth
Observations from Ian on successfully delivering data science products
calculate distance of lon-lat points to coastline
A Pandas-Based Computational Framework for the Detection of Ship Stop Points in AIS Data
An open-source Python toolkit for preprocessing and analysis of vessel spatio-temporal trajectories.
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
sktime - python toolbox for time series: pipelines and transformers
Missing data visualization module for Python.
An extension to the Apache Spark framework that allows easy and fast processing of very large geospatial datasets.
A simple and efficient tool to parallelize Pandas operations on all available CPUs
The implementation of a process of traffic and activity of the fishing fleet based on AIS data
Jupyter Notebooks as Markdown Documents, Julia, Python or R scripts
