Thinklab-SJTU / awesome-ml4tppLinks
Awesome machine learning for temporal point processes papers.
☆21Updated 3 years ago
Alternatives and similar repositories for awesome-ml4tpp
Users that are interested in awesome-ml4tpp are comparing it to the libraries listed below
Sorting:
- Official Implementation of Our ICLR 2023 paper "ROCO: A General Framework for Evaluating Robustness of Combinatorial Optimization Solvers…☆20Updated last year
- Official DGL implementation of "Rethinking High-order Graph Convolutional Networks"☆33Updated 4 years ago
- [SIGKDD 2023] HardSATGEN: Understanding the Difficulty of Hard SAT Formula Generation and A Strong Structure-Hardness-Aware Baseline☆22Updated 2 years ago
- Code for our paper: ACM-MILP: Adaptive Constraint Modification via Grouping and Selection for Hardness-Preserving MILP Instance Generatio…☆13Updated 10 months ago
- [NeurIPS 2024 Datasets and Benchmarks Track] Benchmarking PtO and PnO Methods in the Predictive Combinatorial Optimization Regime☆23Updated 7 months ago
- Implementation of our NeurIPS 2021 paper "A Bi-Level Framework for Learning to Solve Combinatorial Optimization on Graphs".☆102Updated 2 years ago
- A Python toolkit for Machine Learning (ML) practices for Combinatorial Optimization (CO).☆69Updated 2 weeks ago
- ML4CO-Bench-101: Benchmark Machine Learning for Classic Combinatorial Problems on Graphs.☆32Updated last month
- [NeurIPS 2023] T2T: From Distribution Learning in Training to Gradient Search in Testing for Combinatorial Optimization☆68Updated 4 months ago
- ☆35Updated 2 years ago
- ☆44Updated 6 months ago
- Official implementation of ICLR 2025 paper: "Unify ML4TSP: Drawing Methodological Principles for TSP and Beyond from Streamlined Design S…☆45Updated 6 months ago
- A curated list of graph reinforcement learning papers.☆74Updated 3 years ago
- Code of NeurIPS paper: arxiv.org/abs/2302.08224☆227Updated last year
- Official implementation non-autoregressive combinatorial optimizaiton solvers, covering our ICLR 2023 paper and SCIENTIA SINICA Informati…☆41Updated last year
- A benchmarking suite for maximum independent set solvers.☆53Updated last year
- The repository archives papers regarding the combination of combinatorial optimization and machine learning and corresponding reading not…☆165Updated 5 years ago
- The official implementation for ICLR22 paper "Handling Distribution Shifts on Graphs: An Invariance Perspective"☆94Updated 2 years ago
- Official Repo for the NeurIPS2020 paper "Erdos Goes Neural: An Unsupervised Learning Framework for Combinatorial Optimization on Graphs"☆50Updated 3 years ago
- The code of paper Learning Cut Selection for Mixed-Integer Linear Programming via Hierarchical Sequence Model. Zhihai Wang, Xijun Li,…☆66Updated 2 years ago
- A Python Graph Matching Toolkit.☆343Updated 2 months ago
- Official implementation of our ICML 2023 paper "LinSATNet: The Positive Linear Satisfiability Neural Networks".☆75Updated last year
- the official repository of the paper unsupervised learning for combinatorial optimization needs meta learning☆10Updated 2 years ago
- [NeurIPS 2022] Learning Causally Invariant Representations for Out-of-Distribution Generalization on Graphs☆117Updated 2 years ago
- Learning a Latent Search Space for Routing Problems using Variational Autoencoders☆28Updated 4 years ago
- PyTorch implementation for our NeurIPS 2023 spotlight paper "Let the Flows Tell: Solving Graph Combinatorial Optimization Problems with G…☆67Updated 2 years ago
- The repository for 'Unsupervised Learning for Combinatorial Optimization with Principled Proxy Design'☆17Updated 3 years ago
- ☆23Updated 4 years ago
- ☆11Updated 5 years ago
- ☆26Updated 4 years ago