EnvisEdge
Quill
EnvisEdge | Quill | |
---|---|---|
2 | 15 | |
135 | 2,134 | |
- | -0.0% | |
3.5 | 9.0 | |
10 months ago | 6 days ago | |
Python | Scala | |
Apache License 2.0 | Apache License 2.0 |
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EnvisEdge
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A new way to build decentralised recommendation engines for the creator economy
Hear me out on what I think a truly decentralised content curation.
Twitter, FB (Meta), Youtube everyone harvests user data and train their recommendation engines which are then monetised by them (often unfairly).
In the future, the data stays on the users' devices and anyone can train their models by asking the user for the consent. THe data never leaves the device and ML models get trained on user device itself. The users get to choose from a host of recommendation choices and can ask for payment in return for using their data. So no one party can build a monopoly over the platform.
Check out a cool project I have been working on to solve this https://github.com/NimbleEdge/RecoEdge
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Ask HN: What cutting-edge technology do you use?
Edge computing for machine learning. Instead of running ML models on the cloud, I train them on user's device, ask these devices to offload computation between each other and give me the best performance out there. I have my own local cloud formed by my laptop, smartphone and ipad.
I built out the library for these myself, checkout https://github.com/NimbleEdge/RecoEdge
Quill
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Dear Sir, You Have Built a Compiler (2022)
https://github.com/zio/zio-quill
This library does exactly what you prescribe. Pretty sure under the hood it's using macros with string templates
- Sketch of a Post-ORM
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Why use Spark?
But I can connect to Postgress with something like Quill and run sophisticated queries to fetch data. Which then got me thinking, what is the difference between using Spark to connect to the database and using something like Quill or your normal pure JDBC driver?
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What's the point of opaque type aliases (and are they actually sound)?
Just as an example, say you are using quill ( https://getquill.io/ ) to query your database.
- I want to move to Scala 3, but I'm not sure what libraries to use
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Query DSL in Scala ?
I think Quill is the closest to your request: https://github.com/zio/zio-quill
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Doobie tutorial: databases and pure FP in Scala
If this still looks like too much hassle, you can always go a bit higher-level and use something like Quill, which is also a powerful approach that uses a different, more ORM-like style.
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Ask HN: What cutting-edge technology do you use?
I'm using it mostly for full-stack web development with ScalaJS (https://www.scala-js.org) in the frontend (https://outwatch.github.io/docs/readme.html) and in the backend with AWS lambdas.
The ecosystem is currently in the process of porting all the libraries to Scala 3. So if you're new to Scala, I'd recommend to start with Scala 2, which is rock-solid and already very powerful.
I never worked with SQLAlchemy. But on the scala database side, popular libraries are Doobie (https://tpolecat.github.io/doobie) and Quill (https://getquill.io). Keep in mind that these are for Scala on the JVM. On the ScalaJS side I'm using the javascript library pg. But I'd like to try if it works well with Prisma soon.
The nice thing about ScalaJS is, that you can use Javascript libraries. And if there are typescript facades, then you can transpile these to Scala and use them in a type safe way (https://scalablytyped.org).
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Fp libraries that target scala 3 exclusively?
I know that libraries like Scodec and shapeless were rewritten practically from scratch for Scala 3, taking advantage of the next syntax and internals, as well as protoquill - a Scala 3 implementation of Quill.
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Best Scala framework / libraries out there ?
Akka HTTP, Cats, Quill, ninny, Monix Observable, mill.
What are some alternatives?
exodus - Platform to audit trackers used by Android application
Slick - Slick (Scala Language Integrated Connection Kit) is a modern database query and access library for Scala
Converter - Typescript to Scala.js converter
doobie - Functional JDBC layer for Scala.
privacy - Library for training machine learning models with privacy for training data
ScalikeJDBC - A tidy SQL-based DB access library for Scala developers. This library naturally wraps JDBC APIs and provides you easy-to-use APIs.
rtl-sdr-blog - Modified Osmocom drivers with enhancements for RTL-SDR Blog V3 and V4 units.
Phantom - Schema safe, type-safe, reactive Scala driver for Cassandra/Datastax Enterprise
spotlight - Deep recommender models using PyTorch.
Clickhouse-scala-client - Clickhouse Scala Client with Reactive Streams support
vision_ui - This is a vision-based 3d model manipulation and control UI
zio-protoquill - Quill for Scala 3