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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

ais.js

船舶自动识别系统 (Automatic Identification System) 使用 js 构建 web 端。

ais_collision

Risk distribution of collision of ships along China's coast

apriori

Python Implementation of Apriori Algorithm for finding Frequent sets and Association Rules

cartopy-tutorial

Cartopy tutorial: Around the world in 80 ways

datastructurealgorithm

Data Structure and Algorithm Learning

ginlph

Config files for my GitHub profile.

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

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.

learngit

movingpandas

Implementation of Trajectory classes and functions built on top of GeoPandas

movingpandas-examples

Example notebooks illustrating MovingPandas use cases

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

pyvisgraph

Given a list of simple obstacle polygons, build the visibility graph and find the shortest path between two points

shipcollision

traclus

An implementation of the TRACLUS algorithm, A Partition-and-Group Framework (http://hanj.cs.illinois.edu/pdf/sigmod07_jglee.pdf).

trajectory_distance