scicloj.ml
geni
scicloj.ml | geni | |
---|---|---|
5 | 4 | |
199 | 275 | |
2.5% | 0.7% | |
4.6 | 5.6 | |
3 months ago | 5 months ago | |
Clojure | Clojure | |
Eclipse Public License 2.0 | 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.
scicloj.ml
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Ml-study 19: practical machine learning with scicloj.ml
This weekend at #ml-study we will have learning sessions about machine learning with Carsten Behring's scicloj.ml library and some other parts of the emerging data science stack.
- LLVM!
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Announcement of first beta version of new Clojure machine learning library, scicloj.ml
In here you find links to the draft user guides, partially in form of tutorials, partially of reference guides. https://github.com/scicloj/scicloj.ml
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Should I use clojure or python to learn machine learning?
In the last couple of months, the Clojure story for ML has been reorganizing and evolving, mainly around the amazing work of Carsten Behring. This is the current draft, where most activity takes place: https://github.com/scicloj/scicloj.ml It is not stable yet but is worth learning imho. I think the experience with scicloj.ml is very refreshing, comparing to typical Python ML practices.
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.
What are some alternatives?
deep-diamond - A fast Clojure Tensor & Deep Learning library
tech.ml.dataset - A Clojure high performance data processing system
jackdaw - A Clojure library for the Apache Kafka distributed streaming platform.
tablecloth - Dataset manipulation library built on the top of tech.ml.dataset
holy-lambda - The extraordinary simple, performant, and extensible custom AWS Lambda runtime for Clojure.
sklearn-clj - Plugin to use sklearn models in metamorph.ml
kotlinx.collections.immutable - Immutable persistent collections for Kotlin
scicloj.ml.xgboost - A xgboost plugin for scicloj.ml
notespace - using your namespace as a notebook
scicloj.ml.smile - A Smile plugin for scicloj.ml
frovedis - Framework of vectorized and distributed data analytics