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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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Python Mesh discussion
Python Mesh related posts
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Meta 3D Gen
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Calculate deformations transforming 3D mesh A to 3D mesh B
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FreeCAD User Book (2019)
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Importing self made meshes to ansys - what is the format for parsable text files?
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Best way to work with point cloud files?
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Plot of triangle mesh with py5
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Simple yet Powerful CAD (Computer Aided Design) Library, Written with Python
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www.saashub.com | 23 May 2025
Index
What are some of the best open-source Mesh projects in Python? This list will help you:
# | Project | Stars |
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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 |