Top 23 Python Matrix Projects

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1. Surprise

   1 9 6,556 5.1 Python

   A Python scikit for building and analyzing recommender systems

   

   Project mention: Ask HN: Interesting recent papers in recommender systems? | news.ycombinator.com | 2024-09-03

   I'm trying my hand at implementing a recommender system for mainly tabular data (think song ratings based on tempo, genre, etc.) using the algorithms in Surprise [1] as a baseline.

   I assume there are plenty of "throw an LLM at it" papers out there, but are there any interesting architectures/results people have found in "plain" recommender systems?

   In particular I'd be interested to see how XAI techniques are applied in user-facing recommenders (e.g. "tempo matters a lot to your song ratings")

   [1] https://surpriselib.com/

2. CodeRabbit

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3. pycm

   2 18 1,465 7.1 Python

   Multi-class confusion matrix library in Python

   

4. telegram

   3 3 1,404 5.8 Python

   A Matrix-Telegram hybrid puppeting/relaybot bridge (by mautrix)

   

5. maubot

   4 5 755 7.0 Python

   A plugin-based Matrix bot system.

   

6. matrix-commander

   5 1 622 7.5 Python

   simple but convenient CLI-based Matrix client app for sending and receiving

   

7. xbmc-adult

   6 4 426 4.2 Python

   main xbmc-adult Kodi repo for Frodo, Gotham, Helix, Isengar, Krypton, Leia and Matrix

   

8. pygraphblas

   7 7 343 0.0 Python

   GraphBLAS for Python

   

9. SaaSHub

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10. sydent

    8 721 315 4.9 Python

    Sydent: Reference Matrix Identity Server

    

    Project mention: Ask HN: Open-source forum platform (HN style) | news.ycombinator.com | 2024-12-23

11. heisenbridge

    9 1 259 6.6 Python

    a bouncer-style Matrix IRC bridge

    

12. matrix-registration

    10 3 231 0.0 Python

    a token based matrix registration api

    

13. synadm

    11 1 191 9.3 Python

    Command line admin tool for Synapse (the Matrix reference homeserver)

    

14. python

    12 1 191 6.4 Python

    A Python 3 asyncio Matrix framework. (by mautrix)

    

15. sygnal

    13 2 185 7.2 Python

    Sygnal: reference Push Gateway for Matrix

    

    Project mention: Zulip 9.0: Organized chat for distributed teams | news.ycombinator.com | 2024-07-26

    Ah, yes you do have to run a service of some kind to interface with Apple. For example the Matrix project provides Sygnal https://github.com/matrix-org/sygnal which the owner of a Matrix client can run on their own systems.

    It's not super resource-intensive if you run it yourself, but I can imagine how a "buy vs build" decision for other apps could easily lead to a $$$ monthly subscription with a specialized 3rd party.

16. synapse-s3-storage-provider

    14 1 138 4.8 Python

    Synapse storage provider to fetch and store media in Amazon S3

    

17. matrixcli

    15 1 137 2.5 Python

    Command line matrix client

    

18. tabmat

    16 1 120 8.5 Python

    Efficient matrix representations for working with tabular data

    

19. googlechat

    17 1 117 2.7 Python

    A Matrix-Google Chat puppeting bridge

    

20. nuke-colortools

    18 1 109 3.7 Python

    A collection of tools for Nuke related to color science and the Academy Color Encoding System (ACES).

    

21. meshtastic-matrix-relay

    19 1 96 9.5 Python

    A relay between a Matrix.org room and a Meshtastic radio. This relay extends your Matrix.org-based communication with a LoRa-based Meshtastic radio mesh. This is not an official product of Matrix.org or Meshtastic.

    

22. linkedin

    20 1 84 3.9 Python

    LinkedIn Messaging <-> Matrix Bridge (by beeper)

    

23. matrix_chatgpt_bot

    21 1 84 6.0 Python

    A simple matrix bot that supports image generation and chatting using ChatGPT

    

24. rpi-spotify-matrix-display

    22 1 61 6.1 Python

    Spotify display for a 64x64 matrix (raspberry pi project v2)

    

25. matrix

    23 2 35 0.0 Python

    A Python library for various 2D matrix operations and manipulations. (by AnonymouX47)

    

26. SaaSHub

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    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

    

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