Python Matrix

Open-source Python projects categorized as Matrix
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Topics: #Python #matrix-org #Bridge #matrix-appservice #Bot
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Top 23 Python Matrix Projects

  • Surprise

    A Python scikit for building and analyzing recommender systems

    Project mention: Recommender Systems: Surprise library installation on m1 mac | /r/learnpython | 2023-01-12

    Something is wrong with the repo. The compiler fails with this error clang: error: no such file or directory: 'surprise/similarities.c' If you go to the repo, you'll see the file is indeed missing: https://github.com/NicolasHug/Surprise/tree/master/surprise

  • pycm

    Multi-class confusion matrix library in Python

    Project mention: PyCM 4.0 Released: Multilabel Confusion Matrix Support | /r/coolgithubprojects | 2023-06-07

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  • telegram

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

    Project mention: Matrix 2.0: How we’re making Matrix go voom | news.ycombinator.com | 2023-02-13

    It's supported, e.g. mautrix-telegram uses it: https://github.com/mautrix/telegram/blob/master/ROADMAP.md

  • maubot

    A plugin-based Matrix bot system.

    Project mention: Beeper CEO AMA - May 26, 2023 @ noon PDT | /r/beeper | 2023-05-26

    Absolutely possible! We are working on some sdk stuff, but for now you could check out https://github.com/maubot/maubot

  • matrix-commander

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

  • signal

    A Matrix-Signal puppeting bridge (by mautrix)

    Project mention: Have you tried any decentralized messengers? | /r/privacy | 2023-04-13

  • nhl-led-scoreboard

    🚨 Display NHL live score, stats, and more of your favorite teams, on a Raspberry Pi driven RGB LED matrix. 🚨

    Project mention: On June 12th, 2023, /r/DetroitRedWings will go dark to protest the changes being made to Reddit's API calls | /r/DetroitRedWings | 2023-06-05

    The NHL has an API also for example. So an example of how you could use that is this project https://github.com/riffnshred/nhl-led-scoreboard. I have this scoreboard running in my living room. The computer powering the scoreboard is constantly asking the NHL API "hey what's the score of the wings game" and "who scored" and a bunch of other things. The NHL API returns that data to my computer and then my computer renders that information in a scoreboard.

  • InfluxDB

    Collect and Analyze Billions of Data Points in Real Time. Manage all types of time series data in a single, purpose-built database. Run at any scale in any environment in the cloud, on-premises, or at the edge.

  • xbmc-adult

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

    Project mention: Why i cannot watch adult video sites on my AndroidTV? | /r/AndroidTV | 2023-06-08

    You might want to install Kodi and check out this repository: https://github.com/xbmc-adult/xbmc-adult/wiki

  • facebook

    A Matrix-Facebook Messenger puppeting bridge (by mautrix)

    Project mention: Matrix 2.0: The Future of Matrix | news.ycombinator.com | 2023-09-21

    My Facebook bridge constantly locks up my account. [1]

    [1] https://github.com/mautrix/facebook/issues/236

  • pygraphblas

    GraphBLAS for Python

    Project mention: Large Photonic Processor Solves Graph Problems | news.ycombinator.com | 2023-05-10

    This is interesting to me because it's advancing the work on the notion of quantum graph problem solving.

    I'm sure we've all heard how quantum computers can be used in the future to decrypt information from today. There's a lot of research out there on how QC may be able to efficiently factor large semiprimes and bust our existing cryptographic algorithms, but to me this is the more mundane side of QC.

    The exciting side to me is that many graph problems, particularly whole graph problems like connectivity and shortest paths have a potential quantum advantage. This is particularly advantageous for sparse and hypersparse graphs that have billions of nodes but relatively low node degree. Language Models, chemical assay databases, proteomics, causal inference, and fraud detection are just a few problems that involve huge sparse graphs that could get a huge boost from quantum.

    And to show my own bias here [1], I think the future of graph algorithms, including quantum, is expressing them in Linear Algebraic form with the GraphBLAS API. Using the GraphBLAS, you can write your algorithm in a mathematical form using the multiplication of adjacency matrices that is then synthesized to some optimal form for a given architecture.

    The same code you write can then be run on a variety of backends, currently CPUs and CUDA using SuiteSparse's new JIT, but soon FPGAs and yes, quantum computers. Parallelism will become so broad and conceptually divergent that you won't even be able to conceive of an efficient hand written single function for all possible platforms.

    [1] https://github.com/Graphegon/pygraphblas

  • sydent

    Sydent: Reference Matrix Identity Server

    Project mention: O Fazueli está destruindo o Sul do Brasil | /r/brasilivre | 2023-11-19

  • matrix-registration

    a token based matrix registration api

  • heisenbridge

    a bouncer-style Matrix IRC bridge

    Project mention: Shutting down the Matrix bridge to Libera Chat | news.ycombinator.com | 2023-11-28

    I've been using heisenbridge[0] to do my Matrix to IRC bridging and I like it. Not a broader solution to the problem since most people don't want to run their own services, but it works well for me and is no different to a bouncer for IRC servers, noone knows it's actually Matrix on the other side.

    https://github.com/hifi/heisenbridge

  • synadm

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

  • python

    A Python 3 asyncio Matrix framework. (by mautrix)

    Project mention: I make extensive use of Telegram bots for educational purposes (they help me with audio, image requests). I'm thinking about switching to Element/Matrix, but are the bots as capable there too? | /r/matrixdotorg | 2023-05-07

    Yes, see https://codeberg.org/imbev/simplematrixbotlib and https://github.com/mautrix/python

  • sygnal

    Sygnal: reference Push Gateway for Matrix

  • matrixcli

    Command line matrix client

  • instagram

    A Matrix-Instagram DM puppeting bridge (by mautrix)

  • googlechat

    A Matrix-Google Chat puppeting bridge

  • synapse-s3-storage-provider

    Synapse storage provider to fetch and store media in Amazon S3

  • tabmat

    Efficient matrix representations for working with tabular data

  • nuke-colortools

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

  • simplematrixbotlib

    Development continued at https://codeberg.org/imbev/simplematrixbotlib

  • SaaSHub

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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). The latest post mention was on 2023-11-28.

Python Matrix related posts

Index

What are some of the best open-source Matrix projects in Python? This list will help you:

Project Stars
1 Surprise 6,056
2 pycm 1,400
3 telegram 1,124
4 maubot 639
5 matrix-commander 452
6 signal 412
7 nhl-led-scoreboard 403
8 xbmc-adult 371
9 facebook 367
10 pygraphblas 328
11 sydent 270
12 matrix-registration 216
13 heisenbridge 204
14 synadm 169
15 python 142
16 sygnal 136
17 matrixcli 129
18 instagram 127
19 googlechat 102
20 synapse-s3-storage-provider 98
21 tabmat 89
22 nuke-colortools 82
23 simplematrixbotlib 71

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