piquepq's repositories
retro_branching
Learning to branch with reinforcement learning using retrospective trajectories for exact combinatorial optimisation.
xgboost
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow
Coluna.jl
Branch-and-Price-and-Cut in Julia
OptiCL
An end-to-end framework for mixed-integer optimization with data-driven learned constraints.
EAS
Efficient Active Search
PPO-BiHyb
Implementation of our NeurIPS 2021 paper "A Bi-Level Framework for Learning to Solve Combinatorial Optimization on Graphs".
awesome
😎 Awesome lists about all kinds of interesting topics
best-of-ml-python
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
pyomo
An object-oriented algebraic modeling language in Python for structured optimization problems.
ml4co-survey
A survey on machine learning for combinatorial optimization.
ml4co-competition
Self-bootstrapping bayesian optimization for SCIP configuration using GNNs. Should be easy, no?
awesome-ml4co
Awesome machine learning for combinatorial optimization papers.
ReDUCE
ReDUCE: Reformulation of Mixed Integer Programs using Data fromUnsupervised Clusters for Learning Efficient Strategies
Self-learning-Computer-Science
the resources I use to learn computer science in my spare time
ecole
Extensible Combinatorial Optimization Learning Environments
branch2learn
:trident: Learning to Branch in Mixed Integer Linear Programming with Graph Convolutional Neural Networks in Ecole
learn2branch-ecole
Reimplementation of "Exact Combinatorial Optimization with Graph Convolutional Neural Networks" (NeurIPS 2019)
learning_mip
Your best resource to learn mixed-integer programming to solve practical decision-making problems.
leetcode
Provide all my solutions and explanations in Chinese for all the Leetcode coding problems.
LetsGo_1
Config files for my GitHub profile.
MIPLearn
Framework for solving discrete optimization problems using a combination of Mixed-Integer Linear Programming (MIP) and Machine Learning (ML)
python3-cookbook
《Python Cookbook》 3rd Edition Translation
BinPacking_Neural_Combinatorial_Optimization
Bin Packing Problem using Neural Combinatorial Optimization.
branch-search-trees
Parameterizing Branch-and-Bound Search Trees to Learn Branching Policies (AAAI 2021)
jd_seckill
京东秒杀商品抢购