awesome-ml4co
ml4vrp
| awesome-ml4co | ml4vrp | |
|---|---|---|
| 1 | 1 | |
| 1,472 | 12 | |
| 3.2% | - | |
| 6.7 | 3.3 | |
| 2 months ago | about 2 months ago | |
| Python | Python | |
| - | - |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
awesome-ml4co
-
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.
ml4vrp
What are some alternatives?
Awesome-Image-Inpainting - A curated list of image inpainting and video inpainting papers and resources
or-gym - Environments for OR and RL Research
ecole - Extensible Combinatorial Optimization Learning Environments
VeRyPy - A python library with implementations of 15 classical heuristics for the capacitated vehicle routing problem.
SeaPearl.jl - Julia hybrid constraint programming solver enhanced by a reinforcement learning driven search.
NLNS - Neural Large Neighborhood Search for the Capacitated Vehicle Routing Problem
GNNPapers - Must-read papers on graph neural networks (GNN)
transformers - 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
stable-diffusion-webui - Stable Diffusion web UI
cryptosym - SAT-based, MILP, and belief propagation preimage attacks on SHA-256 and other cryptographic hash functions