Tommytutu

Tommytutu's Stars

• benedekrozemberczki/awesome-decision-tree-papers

  A collection of research papers on decision, classification and regression trees with implementations.

  Language:Python2.4k1310334

• jump-dev/JuMP.jl

  Modeling language for Mathematical Optimization (linear, mixed-integer, conic, semidefinite, nonlinear)

  Language:Julia2.2k851.5k393

• JuliaNLSolvers/Optim.jl

  Optimization functions for Julia

  Language:Julia1.1k32528217

• benedekrozemberczki/awesome-gradient-boosting-papers

  A curated list of gradient boosting research papers with implementations.

  Language:Python997493155

• SJ001/AI-Feynman

  Language:Python6322774188

• Operations-Research-Science/Ebook-Linear_Programming

  5591214160

• khalil-research/PyEPO

  A PyTorch-based End-to-End Predict-then-Optimize Library for Linear and Integer Programming

  Language:Jupyter Notebook4309956

• XiongPengNUS/rsome

  Robust Stochastic Optimization Made Easy

  Language:Python28343954

• OlittleRer/Code

  运小筹公众号是致力于分享运筹优化(LP、MIP、NLP、随机规划、鲁棒优化)、凸优化、强化学习等研究领域的内容以及涉及到的算法的代码实现。

  Language:Python2128060

• Gurobi/gurobi-machinelearning

  Formulate trained predictors in Gurobi models

  Language:Python202135441

• atoptima/Coluna.jl

  Branch-and-Price-and-Cut in Julia

  Language:Julia1931226943

• corail-research/SeaPearl.jl

  Julia hybrid constraint programming solver enhanced by a reinforcement learning driven search.

  Language:Julia168811810

• ustunb/risk-slim

  simple customizable risk scores in python

  Language:Python13091733

• JLZml/Credit-Scoring-Data-Sets

  These common credit score data sets are collected to empirical evaluations, and I will update dynamically.

  Language:Common Lisp702035

• JadeLiu13/BendersDecomposition

  This is a benders decomposition implementation in Python using Gurobi for solving the Uncapacitated Facility Location Problem

  Language:Python640015

• jiguang123/Credit-Loans-of-Data-Analysis

  基于互联网金融平台2015年度贷款数据完成信贷违约预测模型，该模型可以作为信贷平台预测违约借款人的参考

  Language:Jupyter Notebook645123

• LucasBoTang/Optimal_Classification_Trees

  Three MIP models for optimal classification tree: OCT, binOCT, flowOCT

  Language:Jupyter Notebook533314

• samarthmistry/Large-scale-Supply-Chain-Optimization

  Using advanced MIP decomposition techniques like Column Generation, Benders' Decomposition, Lagrangian Relaxation to solve CVRP and UFL with Gurobi (Python API) and CPLEX (C++ Concert Technology)

  Language:Jupyter Notebook441012

• D3M-Research-Group/odtlearn

  A package for tree-based statistical estimation and inference using optimal decision trees.

  Language:Python382212

• mahdims/Benders-decomposition

  Benders decomposition with two subproblem | Integer programming

  Language:Python36208

• dengsiying/give-me-some-credit

  kaggle贷款违约预测

  Language:Python354047

• tudelft-cda-lab/GROOT

  [ICML 2021] A fast algorithm for fitting robust decision trees. http://proceedings.mlr.press/v139/vos21a.html

  Language:Python21548

• D3M-Research-Group/StrongTree

  Language:Python112

• zhxmdy/Overview-Consumer-Credit-Risk-Assessment

  credit datasets

  Language:Python70

• nmundru/scr

  Sparse Convex Regression

  6100

• zachzhou777/S-OCT

  Language:Common Lisp6200

• krooonal/col_gen_estimator

  Sklearn style estimator using column generation

  Language:Python4

• Tommytutu/BooleanOCT

  BooleanOCT: Optimal Classification Trees based on multivariate Boolean Rules

  Language:Python2100

• MurTree/pymurtree

  Python wrapper for the MurTree project

  Language:Python11

• phipsgabler/soft-computing-final

  Genetic programming for induction of linear classification trees

  Language:Julia120