scicloj.ml
A Clojure machine learning library (by scicloj)
tablecloth
Dataset manipulation library built on the top of tech.ml.dataset (by scicloj)
Our great sponsors
scicloj.ml | tablecloth | |
---|---|---|
5 | 10 | |
199 | 264 | |
3.0% | 2.3% | |
4.6 | 9.1 | |
3 months ago | 8 days ago | |
Clojure | HTML | |
Eclipse Public License 2.0 | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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.
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
Posts with mentions or reviews of scicloj.ml.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-04-29.
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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.
tablecloth
Posts with mentions or reviews of tablecloth.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-06-06.
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Is there a library for rank polymorphism in clojure?
Another, and definitely better for serious projects, approach is to use https://github.com/scicloj/tablecloth or things that it mentions - tech.ml.dataset and dtype-next.
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Data-recur meeting 4: an intro to Tablecloth
The forth meeting will be at the end of October and will be dedicated to the Tablecloth dataset manipulation library by generateme, with an intro by Ethan Miller, who is nowadays involved in developing Tablecloth.
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Best Data Tools for my use case
I really like geni: it is really idiomatic in its approach to Apache Spark. There are some gaps (no UDFs), and I am not sure that the project is as active as it used to be. But I still use it and find it very nice (I do have Apache Spark background already). tablecloth is an alternative dataframe library that is being used by a lot of folks in the Clojure data science world. For that matter, you should check out scicloj, and also hang out in the data channel in zulip.
- Why Clojure is not widely adopted like mainstream languages?
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re:Clojure 2021 workshop: Wrangling datasets with Tablecloth by Mey Beisaron (2021-11-07)
At this re:Clojure workshop (Nov. 7th), @ladymeyy taught us about Tablecloth.
- On Sunday: a workshop by Mey Beisaron about Tablecloth
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Scicloj ml-study 15: data visualization
In both sessions, we will practice data visualization on a real-world data problem. Among other things, we will try a new data visualization library that Ashima Panjwani is working on. We will assume basic familiarity with Clojure and with Tablecloth. Both sessions will be independent, probably overlapping in content.
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Scicloj study sessions this weekend: data wrangling with Tablecloth
We are planning some Scicloj study sessions this weekend about data wrangling with Tablecloth.
- LLVM!
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Clojure High Performance Data Processing System
And in general for R integration and more data science goodies checkout scicloj and in the vein of dplyr style extremely thought out interfaces I highly recommend tablecloth.
What are some alternatives?
When comparing scicloj.ml and tablecloth you can also consider the following projects:
deep-diamond - A fast Clojure Tensor & Deep Learning library
tech.ml.dataset - A Clojure high performance data processing system
hanami - Interactive arts and charts plotting with Clojure(Script) and Vega-lite / Vega. Flower viewing 花見 (hanami)
sklearn-clj - Plugin to use sklearn models in metamorph.ml
dtype-next - A Clojure library designed to aid in the implementation of high performance algorithms and systems.
scicloj.ml.xgboost - A xgboost plugin for scicloj.ml
libpython-clj - Python bindings for Clojure
scicloj.ml.smile - A Smile plugin for scicloj.ml
tech.ml - This library has been superceded by https://github.com/scicloj/scicloj.ml.
clj-djl - clojure wrap for deep java library(DJL.ai)
geni-performance-benchmark
scicloj.ml vs deep-diamond
tablecloth vs tech.ml.dataset
scicloj.ml vs tech.ml.dataset
tablecloth vs hanami
scicloj.ml vs sklearn-clj
tablecloth vs dtype-next
scicloj.ml vs scicloj.ml.xgboost
tablecloth vs libpython-clj
scicloj.ml vs scicloj.ml.smile
tablecloth vs tech.ml
scicloj.ml vs clj-djl
tablecloth vs geni-performance-benchmark