encode-attend-navigate-pytorch
VeRyPy
| encode-attend-navigate-pytorch | VeRyPy | |
|---|---|---|
| 4 | 1 | |
| 7 | 253 | |
| - | - | |
| 0.0 | 5.0 | |
| 10 months ago | 5 months ago | |
| Python | Python | |
| - | MIT License |
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encode-attend-navigate-pytorch
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[Pytorch reimplementation] Encode-Attend-Navigate, a RL-based TSP solver;
https://github.com/astariul/encode-attend-navigate-pytorch I recently re-implemented encode-attend-navigate, a TSP solver based on RL. The official repo was using tensorflow 1.x, so I decided tore-implement it at Pytorch. I wanted to share it here to get some opinion :) You can train the model using a free GPU from Google Colab, a Colab notebook is provided in the README !
- [P] Pytorch reimplementation of Encode-Attend-Navigate, a RL-based TSP solver
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[P] Reinforcement Learning with multiple simultaneous actions?
Pytorch : encode-attend-navigate-pytorch
- [Pytorch reimplementation] Encode-Attend-Navigate, a RL-based TSP solver
VeRyPy
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Need tips on tools for solving VRPs (Vehicle Routing Problems) in the python environment
https://github.com/yorak/VeRyPy - another open source project, seems to be focused on ease of use. Might be worth glancing at the code.
What are some alternatives?
encode-attend-navigate - Learning Heuristics for the TSP by Policy Gradient
awesome-python - An opinionated list of awesome Python frameworks, libraries, software and resources.
HybridTSPSolver - A hybrid TSP solver that I made for my master's degree thesis in computer science.
optapy - OptaPy is an AI constraint solver for Python to optimize planning and scheduling problems.
d2l-en - Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
best-of-ml-python - 🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
som-tsp - Solving the Traveling Salesman Problem using Self-Organizing Maps
socialclub-notification-blocker - Next-generation firewall (NGFW) that supports blocking SocialClub Overlay notifications.
celery - Distributed Task Queue (development branch)
NLNS - Neural Large Neighborhood Search for the Capacitated Vehicle Routing Problem
ml4vrp - Geometric Deep Learning Models for Vehicle Routing Problem