tech.ml.dataset
A Clojure high performance data processing system (by techascent)
scicloj.ml
A Clojure machine learning library (by scicloj)
| tech.ml.dataset | scicloj.ml | |
|---|---|---|
| 15 | 5 | |
| 633 | 199 | |
| 1.1% | 2.5% | |
| 8.8 | 4.6 | |
| about 2 months ago | 3 months ago | |
| Clojure | Clojure | |
| Eclipse Public License 1.0 | Eclipse Public License 2.0 |
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.
tech.ml.dataset
Posts with mentions or reviews of tech.ml.dataset.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-03-19.
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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
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.
-
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!
-
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.
What are some alternatives?
When comparing tech.ml.dataset and scicloj.ml you can also consider the following projects:
deep-diamond - A fast Clojure Tensor & Deep Learning library
tablecloth - Dataset manipulation library built on the top of tech.ml.dataset
dtype-next - A Clojure library designed to aid in the implementation of high performance algorithms and systems.
sklearn-clj - Plugin to use sklearn models in metamorph.ml
geni - A Clojure dataframe library that runs on Spark
scicloj.ml.xgboost - A xgboost plugin for scicloj.ml
clerk - ⚡️ Moldable Live Programming for Clojure
scicloj.ml.smile - A Smile plugin for scicloj.ml
hanami - Interactive arts and charts plotting with Clojure(Script) and Vega-lite / Vega. Flower viewing 花見 (hanami)
clj-djl - clojure wrap for deep java library(DJL.ai)
tech.ml.dataset vs deep-diamond
scicloj.ml vs deep-diamond
tech.ml.dataset vs tablecloth
scicloj.ml vs tablecloth
tech.ml.dataset vs dtype-next
scicloj.ml vs sklearn-clj
tech.ml.dataset vs geni
scicloj.ml vs scicloj.ml.xgboost
tech.ml.dataset vs clerk
scicloj.ml vs scicloj.ml.smile
tech.ml.dataset vs hanami
scicloj.ml vs clj-djl