river
bruno
river | bruno | |
---|---|---|
17 | 55 | |
4,775 | 19,342 | |
1.3% | 9.9% | |
9.1 | 9.9 | |
6 days ago | 4 days ago | |
Python | JavaScript | |
BSD 3-clause "New" or "Revised" License | MIT License |
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.
bruno
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🛠️Non-AI Open Source Projects that are 🔥
Bruno is a Git-friendly API client. Feature-wise, what makes it stand out from other popular GUI API clients out there is that Bruno stores your collections directly in a folder on your filesystem and it's a desktop app made for offline use.
- What happens when an HTTP client raises $225M at a $5.6B valuation
- FLaNK AI for 11 March 2024
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When 'open core' projects reject contributions for competing with the EE
https://news.ycombinator.com/item?id=39653718 https://www.usebruno.com/
Good timing to find alternatives.
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Bruno
Especially once a VC gets into the fold.
We will never take VC funding. We received around 10 inbound reach outs from VCs till date and have denied funding from all of them. We will remain independent and I have written about it in detail here https://www.usebruno.com/blog/bootstrapping
> I didn't stick with Bruno. I think it was due to not having an equivalent to Postman's pre-request scripts.
Bruno has come a long way, we support pre-request scripts and a lot more
> But can it handle oauth2? I had to write a httpie script recently just to test an oauth2 api.
We have released oauth2 support, some rough edges are being polished
> Good thing it's open source. Money being involved, I don't have long term hopes for it's openness.
I understand this is a hard problem. We are fully bootstrapped and independent. We earn money via selling the Golden Edition. We will build more developer products in the long term, and the goal is to make even the golden edition features also open source in the future. In the unlikely case of me going dark (dead/incapacitated to lead the project), I have instructed our small team (2 FT employees) and my family to release our golden edition features too to the community as opensource. I am committed to this cause.
Some good links where I have discussed about opensource, freedom and monetization
- https://www.usebruno.com/blog/bootstrapping
- https://github.com/usebruno/bruno/discussions/269
If you'd like to pre-order the golden edition: https://www.usebruno.com/pricing
Thank you for all the love and kind words, HN!
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Ask HN: What Underrated Open Source Project Deserves More Recognition?
Have you heard of the Bruno project? It's an open-source alternative to subscription-based API testing applications like Postman and Insomnia. It's gaining popularity and deserves more attention. Plus, since it's open-source, users can enjoy full privacy. Check it out at https://github.com/usebruno/bruno.
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Tools that Make Me Productive as a Software Engineer
Now, I'm looking at trying Bruno, a new tool I heard about. Bruno has all the features you'd want, like support for websockets. What's great about Bruno is it only costs $19 for a one-time payment, which seems like a good deal. I want to see how well it works for me and if it's as good as it sounds. I'm excited to try it out and maybe talk about it later.
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15 open-source tools to elevate your software design workflow
In contrast to Postman, Bruno aims to be an offline-first API client which stores requests in a local folder. You can still collaborate using Git, but everything else happens on your machine. Bruno turns out to be a great solution when you just want to run HTTP requests. It supports a lot of features you might know from Postman or Insomnia (set environment variables, several authentication methods, and scripted tests, to name a few). Looking at the roadmap, the amount of these is only going to increase.
- Bruno: Re-Inventing the API Client
- Bruno is a Fast and Git-Friendly open source API client
What are some alternatives?
alibi-detect - Algorithms for outlier, adversarial and drift detection
insomnium - Insomnium is a fast local API testing tool that is privacy-focused and 100% local. For testing GraphQL, REST, WebSockets and gRPC. This is a fork of Kong/insomnia
python-tidal - Python API for TIDAL music streaming service
Hoppscotch - Open source API development ecosystem.
wayfire - A modular and extensible wayland compositor
insomnia - The open-source, cross-platform API client for GraphQL, REST, WebSockets, SSE and gRPC. With Cloud, Local and Git storage.
PySyft - Perform data science on data that remains in someone else's server
Restfox - Offline-First Minimalistic HTTP & Socket Testing Client for the Web & Desktop
edl - Inofficial Qualcomm Firehose / Sahara / Streaming / Diag Tools :)
httpie - 🥧 HTTPie CLI — modern, user-friendly command-line HTTP client for the API era. JSON support, colors, sessions, downloads, plugins & more.
makinage - Stream Processing Made Easy
milkman - An Extensible Request/Response Workbench