river
ArchiveBox
river | ArchiveBox | |
---|---|---|
17 | 248 | |
4,775 | 19,790 | |
1.3% | 1.4% | |
9.1 | 9.8 | |
6 days ago | 9 days ago | |
Python | Python | |
BSD 3-clause "New" or "Revised" License | MIT |
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
-
🔍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?
-
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!
-
Elevate Your Python Skills: Machine Learning Packages That Transformed My Journey as ML Engineer
Complimentary: river and skorch
-
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)
-
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.
-
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?
-
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.
-
[D] Good online learning-to-rank models
We have both bandits and FTRL implemented in River (https://riverml.xyz) if that helps.
ArchiveBox
-
Ask HN: What Underrated Open Source Project Deserves More Recognition?
Two projects I greatly appreciate, allowing me to easily archive my bandcamp and GOG purchases (after the initial setup anyways):
https://github.com/easlice/bandcamp-downloader
https://github.com/Kalanyr/gogrepoc
And I recently learned about archivebox, which I think is going to be a fast favorite and finally let me clear out my mess of tabs/bookmarks: https://github.com/ArchiveBox/ArchiveBox
- YaCy, a distributed Web Search Engine, based on a peer-to-peer network
-
Vice website is shutting down
If you really want to save the content for yourself, use something like https://archivebox.io/
I've been running a local instance for a few years now and download/save tech articles all time. I can search and find them as needed.
-
An Introduction to the WARC File
API is coming soon (relatively, it's still a one-man project)! Stay tuned https://github.com/ArchiveBox/ArchiveBox/issues/496
I have an event-sourcing refactor in progress now to allow us to pluginize functionality like the API (similar to Home Assistant with a plugin app sotre), it will take a month or two. Next up is the REST API using the new plugin system.
-
Ask HN: How can I back up an old vBulletin forum without admin access?
I guess your best chance is to use something like https://archivebox.io/.
-
ArchiveBox – open-source self-hosted web archiving
Yeah this is a cool project but it was discussed 2 days ago.
As mentioned by the maintainer there, they even maintain a list of alternatives, very classy:
https://github.com/ArchiveBox/ArchiveBox/wiki/Web-Archiving-...
- ArchiveBox: Open-source self-hosted web archiving
- Linkhut: A Social Bookmarking Site
- Show HN: Rem: Remember Everything (open source)
- Bookmark manager with a focus on organization?
What are some alternatives?
alibi-detect - Algorithms for outlier, adversarial and drift detection
Wallabag - wallabag is a self hostable application for saving web pages: Save and classify articles. Read them later. Freely.
python-tidal - Python API for TIDAL music streaming service
paimon-moe - Your best Genshin Impact companion! Help you plan what to farm with ascension calculator and database. Also track your progress with todo and wish counter.
wayfire - A modular and extensible wayland compositor
SingleFile - Web Extension for saving a faithful copy of a complete web page in a single HTML file
PySyft - Perform data science on data that remains in someone else's server
ArchivesSpace - The ArchivesSpace archives management tool
edl - Inofficial Qualcomm Firehose / Sahara / Streaming / Diag Tools :)
grab-site - The archivist's web crawler: WARC output, dashboard for all crawls, dynamic ignore patterns
makinage - Stream Processing Made Easy
Archivematica - Free and open-source digital preservation system designed to maintain standards-based, long-term access to collections of digital objects.