GinLph's repositories
AIS_Collision
Risk distribution of collision of ships along China's coast
DataStructureAlgorithm
Data Structure and Algorithm Learning
Global-iron-ore-freight-distribution-map
Based on Cartopy
Kaggle_Titanic
the data and ipython notebook of my attempt to solve the kaggle titanic problem
PSC-detention
船舶PSC检查
pumpkin-book
《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book
ais
Package ais provides types and methods for conducting data science on signals generated by maritime entities radiating from an Automated Identification System (AIS) transponder as mandated by the International Maritime Organization (IMO) for vessels over 300 gross tons and all passenger vessels.
ais-trajectory-process
Vessel track processing
cartopy-tutorial
Cartopy tutorial: Around the world in 80 ways
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.
movingpandas
Implementation of Trajectory classes and functions built on top of GeoPandas
movingpandas-examples
Example notebooks illustrating MovingPandas use cases
pyvisgraph
Given a list of simple obstacle polygons, build the visibility graph and find the shortest path between two points