tadziqusky

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Kalman-and-Bayesian-Filters-in-Python

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 filters, and more. All exercises include solutions.

memray

Memray is a memory profiler for Python

seaborn

Statistical data visualization in Python

prql

PRQL is a modern language for transforming data — a simple, powerful, pipelined SQL replacement

jupytext

Jupyter Notebooks as Markdown Documents, Julia, Python or R scripts

voila

Voilà turns Jupyter notebooks into standalone web applications

missingno

Missing data visualization module for Python.

pandarallel

A simple and efficient tool to parallelize Pandas operations on all available CPUs

filterpy

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, smoothers, and more. Has companion book 'Kalman and Bayesian Filters in Python'.

statistical-analysis-python-tutorial

Statistical Data Analysis in Python

Pandas-Data-Science-Tasks

Set of real world data science tasks completed using the Python Pandas library

itables

Pandas DataFrames as Interactive DataTables

data_science_delivered

Observations from Ian on successfully delivering data science products

python-package-template

Template for Python Projects

causica

pandas-workshop

An introductory workshop on pandas with notebooks and exercises for following along. Slides contain all solutions.

haversine

Calculate the distance between 2 points on Earth

PyGeodesy

Pure Python geodesy tools

mosaic

An extension to the Apache Spark framework that allows easy and fast processing of very large geospatial datasets.

srai

Spatial Representations for Artificial Intelligence - a Python library toolkit for geospatial machine learning focused on creating embeddings for downstream tasks

movetk

MoveTK is a library for computational movement analysis written in C++.

sktime-tutorial-pydata-global-2022

sktime - python toolbox for time series: pipelines and transformers

PyVT

An open-source Python toolkit for preprocessing and analysis of vessel spatio-temporal trajectories.

geoparquet.github.io

GeoParquet Website

Ship-Stop-Points-Detection

A Pandas based Algorithm for Ship Stop Points Detection in AIS Data

maru

Github-repo for Kystverkets modell for Maritime Utslipp (MarU)

WPE_fishing_fleet

The implementation of a process of traffic and activity of the fishing fleet based on AIS data

EmissionsMissingDataCRBM

"Improving Maritime Traffic Emission Estimations on Missing Data with Conditional RBMs" paper code and data for reproducibility

dist2coast

calculate distance of lon-lat points to coastline