daunfamily's repositories

PyVRP

Open-source, state-of-the-art vehicle routing problem solver in an easy-to-use Python package.

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Python-Algorithms

All Algorithms implemented in Python

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rsome

Robust Stochastic Optimization Made Easy

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pytorch-deep-learning

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

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d2l-zh--

《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

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rl4co

A PyTorch library for all things Reinforcement Learning (RL) for Combinatorial Optimization (CO)

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PyEPO-Predict-then-Optimize

A PyTorch-based End-to-End Predict-then-Optimize Library for Linear and Integer Programming

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TrackMPD-3D-particle-tracking-MPD

A 3D numerical model to Track Marine Plastic Debris

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FastAI-book

The fastai book, published as Jupyter Notebooks

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OR-ML-instances

Awesome machine learning for combinatorial optimization papers.

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mealpy-Metaheuristic-Algorithms

A Collection Of The State-of-the-art Metaheuristic Algorithms In Python (Metaheuristic/Optimizer/Nature-inspired/Biology)

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DebrisScan

A tool to automatically label, classify, and count marine debris in your aerial imagery. Designed to automate the tedious parts of standing stock surveys for shoreline stranded marine debris. Powered by AI!

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WindsurfAPI

This API fetches weather and marine forecasts from an open API, filters the data, and provides information on the best day and hour for windsurfing.

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Path4GMNS-CG

An open-source, cross-platform, lightweight, and fast Python path engine for networks encoded in GMNS.

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Algorithms-data-structures-project-Java

A collection of algorithms and data structures

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robotic-active-debris-removal

Post-capture detumble trajectory stabilization for robotic active debris removal

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modeling-examples

Gurobi modeling examples

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or-gym

Environments for OR and RL Research

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timefold-quickstarts

Get started with Timefold quickstarts here. Timefold is the successor of OptaPlanner, by the OptaPlanner team. Optimize the vehicle routing problem, employee rostering, task assignment, maintenance scheduling and other planning problems

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MibS

A solver for mixed integer bilevel programs

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MyBranchAndCut

Used cplex callback function to control branch and cuts behavior in cplex

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Stanford-solar-forecasting-dataset

Stanford sky images and PV power generation dataset for solar forecasting related research and applications

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pytorch-transformer-

Attention is all you need implementation

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branch_and_price_template

A quick template for branch and price prototypes

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VRPSolverEasy

A simple Python interface for VRPSolver, a state-of-the-art Branch-Cut-and-Price exact solver for vehicle routing problems

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