river
Adminer
river | Adminer | |
---|---|---|
17 | 53 | |
4,775 | 6,041 | |
1.3% | - | |
9.1 | 0.0 | |
6 days ago | about 2 months ago | |
Python | PHP | |
BSD 3-clause "New" or "Revised" License | Apache License 2.0 |
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.
Adminer
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Shopware dev productivity and plugin validation
Use adminer (or the SQL CLI) to verify tables and database entries. In a dockware default development setup: http://localhost//adminer.php (Server: 127.0.0.1, not localhost; database: shopware; initial login: root:root).
- Adminer: Database management in a single PHP file
- DBeaver – open-source Database client
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Ask HN: What Underrated Open Source Project Deserves More Recognition?
Heh, what a name for a DB explorer ("Adminer - Database management in a single PHP file"; Apache 2 or GPLv2 https://github.com/vrana/adminer/blob/v4.8.1/readme.txt#L7 )
- SQLite-Web: Web-based SQLite database browser written in Python
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Microsoft sqlsrv.so Extension for MS SQL - need ODBC ?
Web Station test using PHP and Adminer via the 'ancient' unsupported pdo_dblib confirmed SQL Server is working, however I need to write code using the sqlsrv extension.
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mySQL Backup Script without mysqldump
Or, more PHP now, do you have phpmyadmin or can run adminer - single file?
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Adminer VS laravel-adminer - a user suggested alternative
2 projects | 15 Jul 2023
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Notes app that is a simple PHP
Nothing stops you from compiling everything into one file. Adminer does it.
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Looking for Remote Database manager
Another solution I use often is Adminer, it is a single PHP file, working over web server and accessible from anywhere
What are some alternatives?
alibi-detect - Algorithms for outlier, adversarial and drift detection
phpMyAdmin - A web interface for MySQL and MariaDB
python-tidal - Python API for TIDAL music streaming service
cloudbeaver - Cloud Database Manager
wayfire - A modular and extensible wayland compositor
phpRedisAdmin - Simple web interface to manage Redis databases.
PySyft - Perform data science on data that remains in someone else's server
phpPgAdmin - the premier web-based administration tool for postgresql
edl - Inofficial Qualcomm Firehose / Sahara / Streaming / Diag Tools :)
ClickHouse - ClickHouse® is a free analytics DBMS for big data
makinage - Stream Processing Made Easy
PostgreSQL - Mirror of the official PostgreSQL GIT repository. Note that this is just a *mirror* - we don't work with pull requests on github. To contribute, please see https://wiki.postgresql.org/wiki/Submitting_a_Patch