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