GNNPapers
awesome-ml4co
| GNNPapers | awesome-ml4co | |
|---|---|---|
| 1 | 1 | |
| 15,548 | 1,468 | |
| 0.6% | 2.9% | |
| 0.0 | 6.7 | |
| 5 months ago | 2 months ago | |
| Python | ||
| - | - |
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GNNPapers
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[D] Masked Node Classification/Representation Learning for Graph Neural Networks
I recently stumbled upon this amazing resource, you might wanna take a look on the papers listed there to check if anything catches your eye. Sorry for not being more helpful!
awesome-ml4co
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Application of Deep Reinforcement Learning for Operations Research problems
I’m currently the PI for a program which is using RL for a CO problem. This is a great resource to get started in the field. Feel free to DM me if 1) you have any questions or 2) you want job applying this approach to various problems.
What are some alternatives?
gnn - TensorFlow GNN is a library to build Graph Neural Networks on the TensorFlow platform.
Awesome-Image-Inpainting - A curated list of image inpainting and video inpainting papers and resources
ecole - Extensible Combinatorial Optimization Learning Environments
pytorch_geometric_temporal - PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
SeaPearl.jl - Julia hybrid constraint programming solver enhanced by a reinforcement learning driven search.
awesome-drug-pair-scoring - Readings for "A Unified View of Relational Deep Learning for Drug Pair Scoring." (IJCAI 2022)
ml4vrp - Geometric Deep Learning Models for Vehicle Routing Problem
ABigSurvey - A collection of 1000+ survey papers on Natural Language Processing (NLP) and Machine Learning (ML).
deep-finance - Datasets, papers and books on AI & Finance.