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02443_stochastic_simulation_project

02443: Stochastic Simulation Project on Queueing system with superposition of Interrupted Poisson Processes as input

531w20

STATS 531 (Winter 2020) ‘Analysis of Time Series’

airport-simulation.py

Python program that simulates the queuing systems at a small airport from customer arrival to departure

allstate_capstone

Allstate Kaggle Competition ML Capstone Project

bitcoin_book_2nd

Mastering Bitcoin 2nd Edition 精通比特币（第二版）-- 区块链编程

columbia_iero_e4601

Course material for Columbia IEOR 4601

corenlp

Stanford CoreNLP: A Java suite of core NLP tools.

covid19-literature-clustering

An approach to document exploration using Machine Learning. Let's cluster similar research articles together to make it easier for health professionals and researchers to find relevant research articles.

data-analysis

Data Science Using Python

dc_hbc

第二届“智慧**杯”数据科学大赛，皇包车（HI GUIDES）精品旅行服务成单预测竞赛

decentralized-scheduling-strategy-of-heating-systems

RWTH Bachelor’s thesis: Optimization algorithm that balances the residual load in microgrids with heat pumps and combined heat / power units, while maintaining data privacy and economical fairness.

desaster

A discrete event disaster recovery simulation built on top of the Simpy discrete event simulation Python library.

desmod

Discrete Event Simulation Modeling framework for SimPy

drone-delivery-optimal-learning

Simulation of drone-based package delivery to determine best route learning policy

dyanmic_programing_linear_dynamical_system

Solve linear dynamical stablization problem via discrete-time algebraic Riccati equation and via dynamic programming to approximate the solution by a finite sum

emergency_room_simulation

simulating the environment of a busy Emergency Room (ER) for a hospital. As patients arrive at the ER, they are placed in a queue to wait to be examined by a doctor. However, in an ER, patients are first screened to determine the severity of their injury or illness to ensure that the most urgent cases are handled first.

health-des

DES for healthcare units

knowledge-base

A knowledge share repository for Tsinghua University Information Management and Information Systems.

lagrangian-relaxation-for-delivery-man-problem

Large Scale

lagrangiandual_uflp

Subgradient Algorithm for UFL Lagrangian dual problem

lagrangianrelaxation

Implementation of Lagrangian Relaxation Method for approximating constrained optimization problems

lantern

Lantern官方版本下载 蓝灯 翻墙 代理 科学上网 外网 加速器 梯子 路由 lantern proxy vpn censorship-circumvention censorship gfw accelerator

learning-rl

linear-algebra_dynamic-programming_reinforcement-learning

Prescriptive, Optimization, AI

m-m-1-queue-simulation

This program simulates an M/M/1 Queue in Python

markov-decision-processes

Implementation of value iteration algorithm for calculating an optimal MDP policy

mdp

Implementation of algorithms for MDPs and controlled discrete-time queues.

mdp-with-value-iteration-and-policy-iteration

Value Iteration and Policy Iteration to solve MDPs

modelling-allstate-claims-severity

Modelling Allstate Claims Severity (June 2017) ⊕

multi-arm-bandit

Implementation of diferent basic techniques to estimate value functions in stationary environments, also called Multi Arm Bandit Problems. Reference: Reinforcement Learning An Introduction by R.Sutton and A.Barto.