geni
tech.ml.dataset
geni | tech.ml.dataset | |
---|---|---|
4 | 15 | |
275 | 633 | |
0.7% | 1.1% | |
5.6 | 8.8 | |
5 months ago | about 2 months ago | |
Clojure | Clojure | |
Apache License 2.0 | Eclipse Public License 1.0 |
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geni
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Spark Anyone?
sparkling is fine. there is also geni
- LLVM!
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Scala is a Maintenance Nightmare
I haven't tried Spark from Kotlin, but it's a nice experience working with it in Clojure, and I have yet to see a language more expressive than Clojure. :)
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Data engineering and Clojure?
I think for the large scale stuff, wrappers like geni are pretty nice and built on top of established tech. There were several distributed computing platforms like onyx and storm that popped up in clojure as well that may be interesting to look at. clojure toolbox has a good index of libraries to examine.
tech.ml.dataset
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A Tablecloth talk by Mey Beisaron at Func Prog Sweden this week
Tablecloth by generateme is a friendly & expressive table-processing library built on top of tech.ml.dataset & dtype-next, Chris Nuernberger's high-performance data libraries.
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Best Data Tools for my use case
For 1: This ns of tech.ml.dataset supports reading of multiple worksheets per file https://github.com/techascent/tech.ml.dataset/blob/master/src/tech/v3/libs/fastexcel.clj
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Ham-Fisted - A New High Performance Clojure Library
After building tech.ml.dataset and charred I wanted to take the lessons learned there and apply them back into the base Clojure substrate of persistent maps, persistent vectors, and algorithmic primitives like group-by and frequencies.
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A data science course for Clojurians – are you interested?
Did you try tech.ml.dataset?
- Why Clojure is not widely adopted like mainstream languages?
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Rewrite Your Scripts In LISP - with Roswell
Checkout babashka for scritping and clj-python to use numpy from clojure, or https://github.com/techascent/tech.ml.dataset for pure clojure
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Notebooks suck: change my mind
Really high quality libraries for deep learning, dataset manipulation, and more
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Clojure High Performance Data Processing Updates
tech.ml.dataset has seen some major upgrades for discoverability - specifically the tech.ml.dataset main namespace has been revamped. If you use Cursive or Calva your intellisense will now work with the main namespaces.
- LLVM!
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Announcement of first beta version of new Clojure machine learning library, scicloj.ml
It is based on a state-of-the art , high performance tabular dataset implementation, tech.ml.dataset and combines it with a innovative pipeline approach build with idiomatic and functional Clojure concepts in mind. Machine Learning models get pulled in as plugins from existing ecosystems, so are available from the start. Please find user guides and example code in GitHub at https://github.com/scicloj/scicloj.ml
What are some alternatives?
jackdaw - A Clojure library for the Apache Kafka distributed streaming platform.
deep-diamond - A fast Clojure Tensor & Deep Learning library
holy-lambda - The extraordinary simple, performant, and extensible custom AWS Lambda runtime for Clojure.
tablecloth - Dataset manipulation library built on the top of tech.ml.dataset
kotlinx.collections.immutable - Immutable persistent collections for Kotlin
dtype-next - A Clojure library designed to aid in the implementation of high performance algorithms and systems.
notespace - using your namespace as a notebook
clerk - ⚡️ Moldable Live Programming for Clojure
frovedis - Framework of vectorized and distributed data analytics
hanami - Interactive arts and charts plotting with Clojure(Script) and Vega-lite / Vega. Flower viewing 花見 (hanami)
libpython-clj - Python bindings for Clojure