Top 9 Python network-visualization Projects
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pygraphistry
PyGraphistry is a Python library to quickly load, shape, embed, and explore big graphs with the GPU-accelerated Graphistry visual graph analyzer
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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Networking-Guide
A Networking Guide for getting started with basic/core network components such as wired and wireless network design, configuration, hardware, protocols, security, backup, recovery, and virtualization.
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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sursis
A [personal]<-[notebook]->[network]. Complete with custom numerics for constrained Gaussian gravitation physics.
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Netapp-Touch
A network testing tool based on a Single Board Computer, screen and using KIVY and python.
Example Network Scanner Scapy
Extra fun: We find most enterprise/gov graph analytics work only requires 1-2 attributes to go along with the graph index, and those attributes often are already numeric (time, $, ...) or can be dictionary-encoded as discussed here (categorical, ID, ...)... so even 'tough' billion scale graphs are fine on 1 gpu.
Early, but that's been the basic thinking into our new GFQL system: slice into the columns you want, and then do all the in-GPU traversals you want. In our V1, we keep things dataframe-native include the in-GPU data representation, and are already working on the first extensions to support switching to more graph-native indexing for steps as needed.
Ex: https://github.com/graphistry/pygraphistry/blob/master/demos...
Yep, and from my experience too (made a tool that monitors network traffic with eBPF [1]) in addition to those issues there is also a sizable latency hit.
[1] https://github.com/elesiuta/picosnitch
Python network-visualization related posts
Index
What are some of the best open-source network-visualization projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | scapy | 10,120 |
| 2 | pygraphistry | 2,064 |
| 3 | GEM | 1,265 |
| 4 | eNMS | 802 |
| 5 | picosnitch | 596 |
| 6 | dash-cytoscape | 575 |
| 7 | Networking-Guide | 49 |
| 8 | sursis | 23 |
| 9 | Netapp-Touch | 4 |
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