daunfamily's repositories
TSP-BnB-CP
Branch-and-Bound and Cutting plane algorithme for the TSP
BandP
Branch-and-Price algorithm
baselines
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
Bcp
Branch-Cut-Price Framework
compare-forecast-models
Energy production of photovoltaic (PV) system is heavily influenced by solar irradiance. Accurate prediction of solar irradiance leads to optimal dispatching of available energy resources and anticipating end-user demand.
create-react-app
Set up a modern web app by running one command.
diagnosis_covid19
OpenCovidDetector is an opensource COVID-19 diagnosis system implementing on pytorch, which is also as presented in our paper: Development and evaluation of an artificial intelligence system for COVID-19 diagnosis. Nat Commun 11, 5088 (2020).(https://doi.org/10.1038/s41467-020-18685-1)
EssayKiller_V2
基于开源GPT2.0的初代创作型人工智能 | 可扩展、可进化
jsprit
jsprit is a java based, open source toolkit for solving rich vehicle routing problems
MAAC-1
Code for "Actor-Attention-Critic for Multi-Agent Reinforcement Learning" ICML 2019
MARL-Papers
Paper list of multi-agent reinforcement learning (MARL)
neural-networks-and-deep-learning
Code samples for my book "Neural Networks and Deep Learning"
NLNS
Neural Large Neighborhood Search for the Capacitated Vehicle Routing Problem
ocean-garbage-tracker
Messages in Bottles is an online platform containing interactive visualizations and information on coastal plastic waste using remote sensing data from Sentinel-2.
or-tools
Google's Operations Research tools:
pymarl
Python Multi-Agent Reinforcement Learning framework
PySCIPOpt
Python interface for the SCIP Optimization Suite
Remote-sensing
Remote sensing: objects recognition on the satellite images using Keras.
SNDHLP
A branch-and-price-and-cut algorithm for service network design and hub location problem
SYMPHONY
SYMPHONY is an open-source solver, callable library, and development framework for mixed-integer linear programs (MILPs) written in C with a number of unique features
VeRyPy
A python library with implementations of 15 classical heuristics for the capacitated vehicle routing problem.
vroom
Vehicle Routing Open-source Optimization Machine
vrp-solver
Capacitated Vehicle Routing Problem with Time Windows (CVRPTW) solver written in Python.
VRP_MHA
Attention learn to solve routing problems, TensorFlow2 (TF2), PyTorch, Capacitated Vehicle Routing Problem (CVRP), Transformer, Multi Head Attention, Deep Reinforcement Learning (DRL) (Rollout baseline, REINFORCE) (https://arxiv.org/pdf/1803.08475.pdf)
VRPTW-2
Solving VRPTW with metaheuristics
VRPTW_ACO_Routing
C++ implementation of Vehicle Routing Problem with Time Windows (VRPTW), Ant Colony Optimization (ACO), Greedy Algorithm