telepythy
tech.ml.dataset
| telepythy | tech.ml.dataset | |
|---|---|---|
| 3 | 15 | |
| 4 | 633 | |
| - | 1.1% | |
| 6.2 | 8.8 | |
| 6 months ago | about 2 months ago | |
| Python | Clojure | |
| MIT License | Eclipse Public License 1.0 |
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telepythy
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Notebooks suck: change my mind
I don't know how much interest there is for that, but it works beautifully for me. It's in early stages , but if you don't mind a few missing key features, like block folding, you can find it here.
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Introducing Telepythy: A desktop Python shell inspired by DreamPie
It is a desktop shell for Python inspired by DreamPie. Find more at the repo, or on PyPI.
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?
CardStock - CardStock is a cross-platform tool for quickly and easily building programs. It provides a drawing-program-like editor for visually laying out your programs' parts, and a code editor for adding event-driven python code.
deep-diamond - A fast Clojure Tensor & Deep Learning library
CitationGraphAnalysis - Graph Analysis of citations among DCU researchers using GraphX (Apache Spark).
tablecloth - Dataset manipulation library built on the top of tech.ml.dataset
ploomber - The fastest ⚡️ way to build data pipelines. Develop iteratively, deploy anywhere. ☁️
dtype-next - A Clojure library designed to aid in the implementation of high performance algorithms and systems.
libpython-clj - Python bindings for Clojure
geni - A Clojure dataframe library that runs on Spark
nbdime - Tools for diffing and merging of Jupyter notebooks.
clerk - ⚡️ Moldable Live Programming for Clojure
hanami - Interactive arts and charts plotting with Clojure(Script) and Vega-lite / Vega. Flower viewing 花見 (hanami)