jinqiuzhao Goto Github PK

am-vrp

My implementation of solving the Capacitated Vehicle Routing Problem in the paper "Attention, learn to solve routing problems"

ambulance-dispatch-ddqn

Applied AI project for TU Delft course

astgcn

⚠️[Deprecated] no longer maintained, please use the code in https://github.com/guoshnBJTU/ASTGCN-r-pytorch

attention-learn-to-route

Attention based model for learning to solve different routing problems

bigscity-libcity

LibCity: An Open Library for Urban Spatial-temporal Data Mining

data-science-notes

数据科学的笔记以及资料搜集

deep-learning-with-pytorch-tutorials

深度学习与PyTorch入门实战视频教程 配套源代码和PPT

deeplearning_ai_books

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

deeprl-tutorials

Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch

drlpytorch

Pytorch for Deep Reinforcement Learning

dynamicrouting

Learning Dynamic Routing for Semantic Segmentation

elegantrl

Lightweight and scalable deep reinforcement learning using PyTorch. 🔥

encode-attend-navigate

Learning Heuristics for the TSP by Policy Gradient

external-attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

genetation-algorition

时间约束下物流企业运输成本，从路径优化的角度进行物流企业的运输成本的优化，利用遗传算法进行解决

gpt_academic

为ChatGPT/GLM提供实用化交互界面，特别优化论文阅读/润色/写作体验，模块化设计，支持自定义快捷按钮&函数插件，支持Python和C++等项目剖析&自译解功能，PDF/LaTex论文翻译&总结功能，支持并行问询多种LLM模型，支持chatglm2等本地模型。兼容文心一言, moss, llama2, rwkv, claude2, 通义千问, 书生, 讯飞星火等。

graph-convnet-tsp

Code for the paper 'An Efficient Graph Convolutional Network Technique for the Travelling Salesman Problem' (arXiv Pre-print)

graph-pointer-network

gurobi-vrp

ibd-of-p-center-and-p-median

The code of Improved Benders decomposition algorithm for city emergency service facility location

jasminum

A Zotero add-on to retrive CNKI meta data. 一个简单的Zotero 插件，用于拉取CNKI文献题录信息

jd-goc-vrp

VRPTW variation of JD Global Optimization Challange

jmetalpy

A framework for single/multi-objective optimization with metaheuristics

joyful-pandas

Pandas中文教程

learning-tsp

Code for the paper 'Learning TSP Requires Rethinking Generalization' (arXiv Pre-print)

machine_learning_beginner

机器学习初学者公众号作品

meituan-informs-tsl-research-challenge

竞赛数据

neural-combinatorial-rl-pytorch

PyTorch implementation of Neural Combinatorial Optimization with Reinforcement Learning https://arxiv.org/abs/1611.09940

or-rl-benchmarks

The source code for the paper: 'ORL: Reinforcement Learning Benchmarks for Online Stochastic Optimization Problems'

pickup-and-delivery-problem---rl

Solving a pickup and delivery problem with time windows using reinforcement learning