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bandp_tdm

Branch-and-Price implementation for TDM configuration problem

benders-decomposition

ccgro-toy-case

learn from Paper named: Solving two-stage robust optimization problems using a column-and-constraint generation method

cellular_automata

cellular automata for pedestrian dynamics

columngeneration

cplex-java-api-tutorial-zh

Cplex java api tutorial in Chinese

datasets

A collection of datasets of ML problem solving

deeplearning

Python for《Deep Learning》，该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现

dispatching-rules-for-fjsp

This is the official code for the baseline methods of the publised paper 'A Multi-action Deep Reinforcement Learning Framework for Flexible Job-shop Scheduling Problem'

easybert

基于Pytorch的Bert应用，包括命名实体识别、情感分析、文本分类以及文本相似度等

exact-algorithm

Exact algorithm implementation based on Cplex Java API

giant-hornets-intelligence-algorithm

通过元胞自动机和CNN预测华盛顿州亚洲大黄蜂分布和分类

graduation-design-and-matlab-code-

毕设文章以及文中的MATLAB，以及那段时间帮同学们写的MATLAB编码。元胞自动机(Cellular Automata)，遗传算法(Genetic Algorithm)。⬅↖⬆↗➡↘⬇↙↪↩🔄🧡💛💙💚💜🖤💕💞💖💝💥

hello-algo

《Hello 算法》：动画图解、一键运行的数据结构与算法教程，支持 Java, C++, Python, Go, JS, TS, C#, Swift, Rust, Dart, Zig 等语言。

hmmlearn

Hidden Markov Models in Python, with scikit-learn like API

hmms_stock_market

Contains all code related to using HMMs to predict stock market prices.

jsdp

A Java Stochastic Dynamic Programming Library

louvre

数学建模美赛2019-D题，使用元胞自动机模拟人员逃脱。

machine_learning_python

通过阅读网上的资料代码，进行自我加工，努力实现常用的机器学习算法。实现算法有KNN、Kmeans、EM、Perceptron、决策树、逻辑回归、svm、adaboost、朴素贝叶斯

mapmatching

An arcpy based HMM map matching tool

naive-bayes

A Python implementation of Naive Bayes from scratch.

opencv_tutorial

基于OpenCV4.0 C++/Python SDK的案例代码演示程序与效果图像

pointernetwork-rl-tsp

指针网络+强化学习 解决旅行商(TSP)问题

prediction-of-future-location-using-hidden-markov-model

Prediction of Future location using Hidden Markov Model

pwlf-milp

Piecewise linear approximations for the static-dynamic uncertainty strategy in stochastic lot-sizing

py-ga-vrptw

A Python Implementation of a Genetic Algorithm-based Solution to Vehicle Routing Problem with Time Windows

pyspark-recommendation-demo

movie recommendation demo using collaborative filtering and lfm(spark mllib ALS)

rlforinventory

Materials for "RL for Inventory Optimization", Day 4 of the "RL for Operations Bootcamp", Kellogg School of Management, Northwestern University, August 15-18, 2022.

rong360

用户贷款风险预测

rs_paper_study

推荐系统学习笔记