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Top 20 Python Mesh Projects
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InfluxDB
InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.
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pyvista
3D plotting and mesh analysis through a streamlined interface for the Visualization Toolkit (VTK)
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XiaomiGateway3
Home Assistant custom component for control Xiaomi Multimode Gateway (aka Gateway 3), Xiaomi Multimode Gateway 2, Aqara Hub E1 on default firmwares over LAN
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Reticulum
The cryptography-based networking stack for building unstoppable networks with LoRa, Packet Radio, WiFi and everything in between.
Project mention: Yggdrasil is an experimental compact routing scheme that is fully decentralised | news.ycombinator.com | 2025-05-07Related discussion by reticulum devs: https://github.com/markqvist/Reticulum/discussions/162
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MeshAnything
[ICLR 2025] From anything to mesh like human artists. Official impl. of "MeshAnything: Artist-Created Mesh Generation with Autoregressive Transformers"
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I mostly use tools like this for data exploration in Jupyter notebooks and PyVista was fine when I tried it out last year. However, I found I could get results much faster with Vedo[0].
No hate though, I'm so glad there are options in this space!
[0]https://vedo.embl.es/
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Sideband
LXMF client for Android, Linux and macOS allowing you to communicate with people or LXMF-compatible systems over Reticulum networks using LoRa, Packet Radio, WiFi, I2P, or anything else Reticulum supports.
Project mention: Nomad, communicate off-grid mesh, forward secrecy and extreme privacy | news.ycombinator.com | 2024-08-15Reticulum is incredibly versatile and has an entire ecosystem of tools under development. NomadNet is just one of the messengers. There is Sideband, a mobile app client (https://github.com/markqvist/Sideband), and Reticulum MeshChat, developed by Liam Cottle which is a browser based client https://github.com/liamcottle/reticulum-meshchat.
Reticulum can work over anything that has a throughput greater than 5 bits a second (yes, bits) and a MDU of 500 bytes. Not only can it work over hundreds of different carriers but each of these carriers can be apart of the same network.
I threw together a quick proof of concept of it working over HF radio. I setup two nodes about 144 km (90 miles) separate. Both were ICOM-7300's with a Raspberry Pi 5 driving the software modem that would take packets from Reticulum and send them over the air. https://www.youtube.com/watch?v=blwNVumLujc
Node 1 was out in the field while Node 2 was back at my house. Node 2 had two interfaces setup, one for the HF modem and another connected to the TCP testnet. This means that Node 1 could access any peer that was over on the TCP testnet.
Here is a quick primer on Reticulum that explains some of the basic concepts: https://www.youtube.com/watch?v=q8ltLt5SK6A
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2dimageto3dmodel
We evaluate our method on different datasets (including ShapeNet, CUB-200-2011, and Pascal3D+) and achieve state-of-the-art results, outperforming all the other supervised and unsupervised methods and 3D representations, all in terms of performance, accuracy, and training time.
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meshwatch
Communicate with Meshtastic devices using python. Send and receive messages, see data packets decoded in real time on a text based window built with curses.
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MESH2IR
This is the official implementation of our mesh-based neural network (MESH2IR) to generate acoustic impulse responses (IRs) for indoor 3D scenes represented using a mesh.
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NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Python Mesh discussion
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Simple yet Powerful CAD (Computer Aided Design) Library, Written with Python
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Index
What are some of the best open-source Mesh projects in Python? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | trimesh | 3,236 |
| 2 | pyvista | 3,077 |
| 3 | XiaomiGateway3 | 2,602 |
| 4 | Reticulum | 2,582 |
| 5 | MeshAnything | 2,182 |
| 6 | vedo | 2,144 |
| 7 | meshio | 2,091 |
| 8 | sdf | 1,691 |
| 9 | Sideband | 573 |
| 10 | ansible-openwisp2 | 491 |
| 11 | 2dimageto3dmodel | 270 |
| 12 | findpeaks | 253 |
| 13 | pymadcad | 229 |
| 14 | meshwatch | 106 |
| 15 | pymartini | 92 |
| 16 | MESH2IR | 90 |
| 17 | manim-meshes | 41 |
| 18 | nostrastic | 31 |
| 19 | neatmesh | 13 |
| 20 | woodKubernetes | 4 |
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