ml4vrp
awesome-ml4co
| ml4vrp | awesome-ml4co | |
|---|---|---|
| 1 | 1 | |
| 12 | 1,472 | |
| - | 3.2% | |
| 3.3 | 6.7 | |
| about 2 months ago | 3 months ago | |
| Python | Python | |
| - | - |
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ml4vrp
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?
or-gym - Environments for OR and RL Research
Awesome-Image-Inpainting - A curated list of image inpainting and video inpainting papers and resources
VeRyPy - A python library with implementations of 15 classical heuristics for the capacitated vehicle routing problem.
ecole - Extensible Combinatorial Optimization Learning Environments
NLNS - Neural Large Neighborhood Search for the Capacitated Vehicle Routing Problem
SeaPearl.jl - Julia hybrid constraint programming solver enhanced by a reinforcement learning driven search.
transformers - 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
GNNPapers - Must-read papers on graph neural networks (GNN)
stable-diffusion-webui - Stable Diffusion web UI
cryptosym - SAT-based, MILP, and belief propagation preimage attacks on SHA-256 and other cryptographic hash functions