river
Nextcloud
river | Nextcloud | |
---|---|---|
17 | 608 | |
4,775 | 25,637 | |
1.3% | 1.1% | |
9.1 | 10.0 | |
7 days ago | 2 days ago | |
Python | PHP | |
BSD 3-clause "New" or "Revised" License | GNU Affero General Public License v3.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
river
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🔍Underrated Open Source Projects You Should Know About 🧠
River is a Python library for online machine learning. Online machine learning can dynamically adapt to new patterns in the data, or when the data itself is generated as a function of time, e.g., stock price prediction, content personalization.
- Ask HN: What Underrated Open Source Project Deserves More Recognition?
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Unexpected Expected Thriller: A Tale of Coding Curiosity
Today, I'm going to take you on a thrilling coding adventure inspired by a LinkedIn code snippet, where I tangled with FastAPI, River, Watchdog, and Tenacity. Ready? Buckle up!
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Elevate Your Python Skills: Machine Learning Packages That Transformed My Journey as ML Engineer
Complimentary: river and skorch
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What are your favorite tools or components in the Kafka ecosystem?
River - https://github.com/online-ml/river (Online machine learning, best used with Bytewax for Kafka integration)
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Show HN: Want something better than k-means? Try BanditPAM
Hey, great work. Do you think this algorithm would be amenable to be done online? I'm the author of River (https://riverml.xyz) where we're looking for good online clustering algorithms.
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Python's “Disappointing” Superpowers
If you don't know Rust, but know Python, you can install Python libraries written in Rust with pip. Like, pip install polars or pip install robyn. In this case you follow the two bottom links. But then you don't write your own libraries and stuff so.. I guess that's not what you want.
But, if you want to learn Rust, you probably wouldn't start out with pyo3. You first install Rust with https://rustup.rs/ and then check out the official book, and the book rust by example, that you can find here https://www.rust-lang.org/learn - and maybe write some code on the Rust playground https://play.rust-lang.org/ - then, you use pyo3 to build Python libraries in Rust, and then use maturin https://www.maturin.rs/ to build and publish them to Pypi.
But if you still prefer to begin with Rust by writing Python libraries (it's a valid strategy if you are very comfortable with working with multiple stacks), the Maturin link has a tutorial that setups a program that is half written in python, half written in Rust, https://www.maturin.rs/tutorial.html (well the pyo3 link I sent also has one too. You should refer to the documentation of both, because you will use the two together)
After learning Rust, the next step is looking for libraries that you could leverage to make Python programs ultra fast. Here https://github.com/rayon-rs/rayon is an obvious choice, see some examples from the Rust cookbook https://rust-lang-nursery.github.io/rust-cookbook/concurrenc... - when you create a parallel iterator, it will distribute the processing to many threads (by default, one per core). The rust cookbook, by the way, is a nice reference to see the most used crates (Rust libraries) in the Rust ecosystem.
Anyway there are some posts about pyo3 on the web, like this blog post https://boring-guy.sh/posts/river-rust/ (note: it uses an outdated version of pyo3, and doesn't seem to use maturin which is a newer tool). This post was written by the developers of https://github.com/online-ml/river - another Python library written in Rust
- [D] Is it possible to update random forest parameters with new data instead of retraining on all data?
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If ChatGPT that could browse to the internet, what would you ask it to do?
Oh they definitely can be incrementally updated, there is just added complexity. Online learning has been used with more classical machine learning methods in real-time analytics for a while now. River is a library that handles that.
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[D] Good online learning-to-rank models
We have both bandits and FTRL implemented in River (https://riverml.xyz) if that helps.
Nextcloud
- Ask HN: Online File Repository System?
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Happy 20th Anniversary, Gmail. I'm Sorry I'm Leaving You
It really is hard to leave Gmail when all of your data has been conveniently stored therein. This is one of Google's retention strategies and it is indeed brilliant.
That said, there's a vast number of self-hosted alternatives like Stalwart Mail (email) [1], Immich (images) [2], NextCloud (Google Docs) [3], etc.
[1] https://stalwa.rt
[2] https://immich.app
[3] https://nextcloud.com/
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Building a Managed Service Provider Business With Open Source
NextCloud - GitHub
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Google suspends romance author's account for writing sexually explicit content
Good open source self-hostable alternatives exist! https://nextcloud.com/ (no affiliation, just a longtime happy user) is great for file sharing and even collaborative online document editing.
If you do not want to host your own instance, there are many great providers who will host one for you at a low cost.
- Ask HN: What is your approach for managing personal digital assets?
- Ask HN: What Underrated Open Source Project Deserves More Recognition?
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OpenBSD Upgrade 7.3 to 7.4
See Configuration and syntax changes and Special packages. The latter this time includes changes around NextCloud 23 and Tor Browser prior to 12.5, both of which should be upgraded beforehand.
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15 open-source tools to elevate your software design workflow
Link | Demo | Github | License
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Ask HN: How do I leave Dropbox
1. https://nextcloud.com/ https://proton.me/drive https://github.com/awesome-selfhosted/awesome-selfhosted#fil...
2. Download all data locally then upload elsewhere.
3. https://help.dropbox.com/security/privacy-policy-faq#7.-How-...
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⟳ 4 apps added, 39 updated at f-droid.org
Nextcloud Dev (version 20231202): Synchronization client
What are some alternatives?
alibi-detect - Algorithms for outlier, adversarial and drift detection
OpenMediaVault - openmediavault is the next generation network attached storage (NAS) solution based on Debian Linux. Thanks to the modular design of the framework it can be enhanced via plugins. openmediavault is primarily designed to be used in home environments or small home offices.
python-tidal - Python API for TIDAL music streaming service
Samba - https://gitlab.com/samba-team/samba is the Official GitLab mirror of https://git.samba.org/samba.git -- Merge requests should be made on GitLab (not on GitHub)
wayfire - A modular and extensible wayland compositor
Pydio
PySyft - Perform data science on data that remains in someone else's server
minio - The Object Store for AI Data Infrastructure
edl - Inofficial Qualcomm Firehose / Sahara / Streaming / Diag Tools :)
NextCloudPi - 📦 Build code for NextcloudPi: Raspberry Pi, Odroid, Rock64, curl installer...
makinage - Stream Processing Made Easy
Piwigo - Manage your photos with Piwigo, a full featured open source photo gallery application for the web. Star us on Github! More than 200 plugins and themes available. Join us and contribute!