daunfamily's repositories
PyVRP
Open-source, state-of-the-art vehicle routing problem solver in an easy-to-use Python package.
Python-Algorithms
All Algorithms implemented in Python
rsome
Robust Stochastic Optimization Made Easy
pytorch-deep-learning
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
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。
rl4co
A PyTorch library for all things Reinforcement Learning (RL) for Combinatorial Optimization (CO)
PyEPO-Predict-then-Optimize
A PyTorch-based End-to-End Predict-then-Optimize Library for Linear and Integer Programming
TrackMPD-3D-particle-tracking-MPD
A 3D numerical model to Track Marine Plastic Debris
FastAI-book
The fastai book, published as Jupyter Notebooks
OR-ML-instances
Awesome machine learning for combinatorial optimization papers.
mealpy-Metaheuristic-Algorithms
A Collection Of The State-of-the-art Metaheuristic Algorithms In Python (Metaheuristic/Optimizer/Nature-inspired/Biology)
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!
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.
Path4GMNS-CG
An open-source, cross-platform, lightweight, and fast Python path engine for networks encoded in GMNS.
Algorithms-data-structures-project-Java
A collection of algorithms and data structures
robotic-active-debris-removal
Post-capture detumble trajectory stabilization for robotic active debris removal
modeling-examples
Gurobi modeling examples
or-gym
Environments for OR and RL Research
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
MibS
A solver for mixed integer bilevel programs
MyBranchAndCut
Used cplex callback function to control branch and cuts behavior in cplex
Stanford-solar-forecasting-dataset
Stanford sky images and PV power generation dataset for solar forecasting related research and applications
pytorch-transformer-
Attention is all you need implementation
branch_and_price_template
A quick template for branch and price prototypes
VRPSolverEasy
A simple Python interface for VRPSolver, a state-of-the-art Branch-Cut-and-Price exact solver for vehicle routing problems