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xiexie224xx's starred repositories

Model-of-Supply-Chain-Anylogic

The simulation model is a project of one of my courses. It models a three-level supply chain, where retailers can order from wholesalers based on demand and wholesalers can order from the factory if the inventory is not enough.

MIT1700

BigData-Project-Inventory-Management-AWS

Big Data Inventory Management on AWS (Demand Forecasting, Machine Learning, Dashboarding) : Presented at Carlson School of Management during the Trends Marketplace event to professors, alumni and working professionals from various companies.

Language:Jupyter Notebook1100

GrupoBimbo_InventoryDemandChallenge

Using data science challenge posted on Kaggle.com, built clustering algorithm and linear regression models in Python to provide insights into which regions, store types, and products will see higher returned inventory.

Language:Jupyter Notebook300

InverntoryWarehouse_Optimization_TimeSeries_ML

Demand planning for Inventory warehouse Optimization using Time Series Machine Learning Technique

Language:Jupyter Notebook700

inventory-deterministic

Inventory Management for Retail — Deterministic Demand

Language:Jupyter Notebook1400

variational-poisson-rnn

Official implementation of "Predictive and Prescriptive Performance of Bike-Sharing Demand Forecasts for Inventory Management"

Language:PythonMIT1900

Inventory-Management-System-using-R

This is a Inventory Management System created using R and Shiny package that forecasts next month sales demand and also calculates safety stock and reorder point.

Language:R1800

Grupo-Bimbo-inventory-demand

Place 13 solution (Private LB) for the inventory demand forecasting challenge on Kaggle https://www.kaggle.com/c/grupo-bimbo-inventory-demand

Language:PythonMIT600

inventory-stochastic

Inventory Management for Retail — Stochastic Demand

Language:Jupyter Notebook1400

invent-prediction

Model to accurately forecast inventory demand based on historical sales data.

Language:Jupyter Notebook5500

kaggle_Grupo_Bimbo_Inventory_Demand

Kaggle Grupo Bimbo Inventory Demand, NO.156/top 8% (post competition analysis) 庫存需求預測、前 8 % ( 賽後分析 )

Language:R1300

GarchMidas

R package for GARCH-MIDAS

Language:RMIT2200

midasr-user-guide

Language:TeX1000

ardlmidasdnn

This repository contains the code for the paper "Hybrid ARDL-MIDAS-Transformer Time-Series Regressions for Multi-Topic Crypto Market Sentiment Driven by Price and Technology Factors", by Ioannis Chalkiadakis, Prof. Gareth W. Peters and Dr. Matthew Ames.

Language:RMIT400

MIDAS-with-R

Language:R100

Midas-regression

Midas regression to forecast GDP in Brazil

Language:R200

midas.neural.net

MIDAS Neural Net

Language:R100

GARCH-MIDAS-volatility-estimation

Estimating the impact of Covid-19 pandemic on volatility and Value-at-Risk of energy commodities markets through GARCH models on mixed-frequency data

Language:R400

copula-dcc-garch

dynamic copula dcc garch estimate bank systematic risk

Language:R1300

ConnectednessApproach

MIT300

diplomaThesis

Here we present code from my diploma thesis Probabilistic graphical models and machine learning, where we have used vine copulas for regression and classification problem

Language:R100