diffnet
HybridTSPSolver
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| diffnet | HybridTSPSolver | |
|---|---|---|
| 1 | 2 | |
| 168 | 10 | |
| - | - | |
| 0.0 | 10.0 | |
| 9 months ago | 3 months ago | |
| Python | C | |
| MIT License | MIT License |
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diffnet
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What papers are there on decoding the results of training a network and recasting them?
You seem to like diffusion nets a lot, so here's code for one: https://github.com/PeiJieSun/diffnet Have fun going through the code, every single thing will be explicitly defined at some point in those files.
HybridTSPSolver
- Feedback on a Hybrid TSP Solver
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Hybrid TSP Solver
Hello everyone, this is my inaugural post in this community, and I'm excited to share with you my master's degree project. It's an hybrid TSP solver that blends the 1Tree branch-and-bound algorithm by Held and Karp with a Graph Convolutional Network. I've made the entire codebase available on this Github repository, along with detailed information of the ideas and the good results obtained. I'm posting this to receive feedback on my work, including your thoughts on potential areas for improvement and whether you believe some of these concepts could also be applied to Concorde.
What are some alternatives?
gnn - TensorFlow GNN is a library to build Graph Neural Networks on the TensorFlow platform.
csips - A pure-python integer programming solver
awesome-drug-pair-scoring - Readings for "A Unified View of Relational Deep Learning for Drug Pair Scoring." (IJCAI 2022)
igc-xc-score - A scoring program for gliding competitions striving for 100% accuracy and determinism
GraphGPS - Recipe for a General, Powerful, Scalable Graph Transformer
encode-attend-navigate-pytorch - Encode-attend-navigate unofficial Pytorch implementation
chemicalx - A PyTorch and TorchDrug based deep learning library for drug pair scoring. (KDD 2022)
darknet - YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )
pytorch_geometric_temporal - PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
VeRyPy - A python library with implementations of 15 classical heuristics for the capacitated vehicle routing problem.
PDN - The official PyTorch implementation of "Pathfinder Discovery Networks for Neural Message Passing" (WebConf '21)
OptaPlanner - Java Constraint Solver to solve vehicle routing, employee rostering, task assignment, maintenance scheduling, conference scheduling and other planning problems.