libpython-clj
Jupyter Scala
libpython-clj | Jupyter Scala | |
---|---|---|
25 | 6 | |
1,029 | 1,562 | |
1.1% | 0.0% | |
5.7 | 9.0 | |
2 months ago | 15 days ago | |
Clojure | Scala | |
Eclipse Public License 2.0 | BSD 3-clause "New" or "Revised" License |
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libpython-clj
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Pyffi β Use Python from Racket
Itβs also worth noting that Clojure has libpython-clj (https://github.com/clj-python/libpython-clj) which offers an interface with Python from another lisp. Here are some advanced ML and dataviz examples using that lib: https://github.com/gigasquid/libpython-clj-examples.
- A Python-compatible statically typed language erg-lang/erg
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Clojure Scripting on Node.js
Basically, you take a programming language and make it work on a platform that meant to be programmed using a different PL. Clojure is hosted by design - it's not Java, but can be used to program for JVM. It ain't Javascript, but can be used to target nodejs and browser; not an [official] CLR language, but you can write .Net programs. You can use Clojure to make Flutter apps with ClojureDart. You can integrate Python into Clojure with libpython-clj. Or write Clojure to target Erlang/OTP; or Rust; or R; There's even a clojure-like language for Lua - Fennel.
There's something about Clojure people like so much, they want it to work atop any platform.
https://github.com/Tensegritics/ClojureDart
https://github.com/clj-python/libpython-clj
https://github.com/clojerl/clojerl
https://github.com/clojure-rs/ClojureRS
https://github.com/scicloj/clojisr
https://fennel-lang.org
- Why Clojure is not widely adopted like mainstream languages?
- Clj-Python: Python bindings for Clojure
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Why is there no Clojure to Python Compiler / Transpiler?
There's this project that's used a lot for taking advantage of Pythons ecosystem through Clojure JVM. https://github.com/clj-python/libpython-clj
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(define (uwu) (display "nya~\n"))
Ahh, makes sense. Well, if you ever wanna steal some of python's thunder, libpython-clj worked great for me lol. Supposedly py4cl fills a similar role in Common Lisp.
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Notebooks suck: change my mind
High quality interop with any python library via libpython-clj including, but not limited to, keras, numpy, matplotlib, and pandas. This includes zero copy paths from many of those.
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Java Bindings for Libpython-clj
libpython-clj now has Java bindings...go tell all your Java friends!
- Best Lisp dialect?
Jupyter Scala
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π Making VSCode itself a Java REPL π
Checkout almond
- A Python-compatible statically typed language erg-lang/erg
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EDA libraries for Scala and Spark?
What about https://github.com/alexarchambault/plotly-scala and https://almond.sh/
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Is there any editor or IDE that supports Ammonite with inline dependencies?
I use Almond in JupyterLab, which has pretty solid code completion. In IntelliJ, you can create a scratch sc file and run lines of it in the Scala REPL. That's really convenient for code completion and I normally will use that when I'm testing something from a specific project.
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Recommended option for "Java with different syntax"?
The UI part. There's only the scala REPL. I think the closest is a scala kernel for Jupyter notebooks, check this out: https://almond.sh/
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An SQL Solution for Jupyter
We have used https://almond.sh/ to create a Spark SQL interpreter using Jupyter Notebooks - plus a whole lot more which you can see here: https://arc.tripl.ai/tutorial
After seeing many companies writing ETL using code we decided it was too hard to manage at scale so provided this abstraction layer - which is heavily centered around expressing business logic in SQL - to standardise development (JupyterLab) and allow rapid deployments.
What are some alternatives?
hissp - It's Python with a Lissp.
sparkmagic - Jupyter magics and kernels for working with remote Spark clusters
spark-nlp - State of the Art Natural Language Processing
Metals - Scala language server with rich IDE features π
clerk - β‘οΈ Moldable Live Programming for Clojure
Vegas - The missing MatPlotLib for Scala + Spark
py4cl - Call python from Common Lisp
Apache Flink - Apache Flink
tablecloth - Dataset manipulation library built on the top of tech.ml.dataset
Deeplearning4j - Suite of tools for deploying and training deep learning models using the JVM. Highlights include model import for keras, tensorflow, and onnx/pytorch, a modular and tiny c++ library for running math code and a java based math library on top of the core c++ library. Also includes samediff: a pytorch/tensorflow like library for running deep learning using automatic differentiation.
sklearn-clj - Plugin to use sklearn models in metamorph.ml
Scio - A Scala API for Apache Beam and Google Cloud Dataflow.