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arcgis-python-api

Documentation and samples for ArcGIS API for Python

book

This is the site for the book “AI Search Algorithms for Smart Mobility”: https://smartmobilityalgorithms.github.io/book/index.html

cromosim

Crowd Motion Simulation

crowdmaster

Crowd Simulation for the Masses

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 400 universities from 60 countries including Stanford, MIT, Harvard, and Cambridge.

dimod

A shared API for QUBO/Ising samplers.

docplex-examples

These samples demonstrate how to use the DOcplex library to model and solve optimization problems.

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

hello-world

Just to start with GitHub

hgs-cvrp

Modern implementation of the hybrid genetic search (HGS) algorithm specialized to the capacitated vehicle routing problem (CVRP). This code also includes an additional neighborhood called SWAP*.

ijava

A Jupyter kernel for executing Java code.

k8s-school

Learn Kubernetes fundamentals / Formation Kubernetes et les micro-services

knapsack-localsearch

local-search

Implementing local search heuristics on a random instance of the knapsack problem

modelling-and-analysis-of-a-vehicle-routing-problem-with-time-windows-in-freight-delivery

A MSc's Dissertation Project which focuses on Vehicle Routing Problem with Time Windows (VRPTW), using both exact method and heuristic approach (General Variable Neighbourhood Search)

optimization-tutorial

Simple framework for modeling optimization problems in Python

periodic-crowd-tracking-via-uavs

Instances used to evaluate optimal methods to solve the Periodic Crowd Tracking via Unmanned Aerial Vehicles.

pycon-concurrency-tutorial-2020

Main repo of PyCon 2020 Tutorial

pyqubo

Python DSL for constructing QUBOs from mathematical expressions.

qubogen

QUBO matrix generator for major combinatorial optimization problems written in Python

redux_2021

smart_mobility_utilities

tabu-search-on-travelling-salesman-problem

Implementation of Tabu Search algorithm combined with 2-opt and Hill climbing on Travelling Salesman Problem