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WKL's starred repositories

awesome-ml4co

Awesome machine learning for combinatorial optimization papers.

Language:Python159400

3d-bpp

3D bin packing solutions with layers and superitems, for Artificial Intelligence in Industry class at UNIBO

Language:Jupyter NotebookMIT10600

3D-Bin-Packing-Problem-with-BRKGA

An implementation ofr Biased Random Key Genetic Algorithmn for 3D Bin Packing Problem.

Language:Jupyter NotebookMIT4900

3d-bin-packing

Use a hybrid solver to use the minimum number of bins to pack items with different dimensions

Language:PythonApache-2.04900

leedl-tutorial

《李宏毅深度学习教程》（李宏毅老师推荐👍，苹果书🍎），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases

Language:Jupyter NotebookNOASSERTION1267800

maro

Multi-Agent Resource Optimization (MARO) platform is an instance of Reinforcement Learning as a Service (RaaS) for real-world resource optimization problems.

Language:PythonMIT83800

chronos-forecasting

Chronos: Pretrained (Language) Models for Probabilistic Time Series Forecasting

Language:PythonApache-2.0227200

OptiGuide

Large Language Models for Supply Chain Optimization

Language:Jupyter NotebookMIT29500

MST

Package for building Market Segmentation Trees, Choice Model Trees, and Isotonic Regression Trees

Language:OpenEdge ABLMIT1500

RSPapers

A Curated List of Must-read Papers on Recommender System.

MIT606900

machine-learning-interview

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

892100

chatgpt-prompts-for-academic-writing

This list of writing prompts covers a range of topics and tasks, including brainstorming research ideas, improving language and style, conducting literature reviews, and developing research plans.

272300

customer-lifetime-prediction-using-python

What is CLV or LTV? CLV or LTV is a metric that helps you measure the customer's lifetime value to a business. In this kernel, I am sharing the customer lifetime value prediction using BG-NBD, Pareto, NBD & Gamma Model on top of RFM in Python.

Language:Jupyter Notebook13000

plain-academic

A truly simple website template for academics

Language:HTMLBSD-2-Clause25700

GNN-Recommender-Systems

An index of recommendation algorithms that are based on Graph Neural Networks. (TORS)

93700

Lhy_Machine_Learning

李宏毅2021/2022/2023春季机器学习课程课件及作业

Language:Jupyter Notebook597800

benders-decomposition-gurobi

Repository contains implementation of Bender Decomposition for classical facility/warehause location problem using Python and Gurobi solver.

Language:PythonMIT4600

OptiCL

An end-to-end framework for mixed-integer optimization with data-driven learned constraints.

Language:Jupyter NotebookMIT11000

euro-meets-neurips-2022

Language:C++3600

InferOpt.jl

Combinatorial optimization layers for machine learning pipelines

Language:JuliaMIT11400

handson-ml3

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

Language:Jupyter NotebookApache-2.0714000