Morel: A functional language for data
For the past few months, I have been working on an experimental functional/data language called Morel. SQL has several deficiences relating to nested collections, higher-order functions and type system. After several months trying to figure out how to add these features to SQL, I noticed that they were basically the defining characteristics of a functional programming language. I figured, rather t
Toolz
PyToolz API Documentation¶ Toolz provides a set of utility functions for iterators, functions, and dictionaries. These functions interoperate well and form the building blocks of common data analytic operations. They extend the standard libraries itertools and functools and borrow heavily from the standard libraries of contemporary functional languages. Toolz provides a suite of functions which ha
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tim philip williams :: Functional pearl: Nested Datacubes
Introduction Multi-dimensional aggregation and grouping are common forms of analysis traditionally done with SQL databases, OLAP tools (Online Analytical Processing) and/or Excel pivot tables. These traditional tools use a flat table representation, whereby tuples are mapped to measures without any nesting. Increasingly, users are using general purpose programming languages for further offline ana
PureScript
A strongly-typed functional programming language that compiles to JavaScript Benefits Compile to readable JavaScript and reuse existing JavaScript code easily An extensive collection of libraries for development of web applications, web servers, apps and more Excellent tooling and editor support with instant rebuilds An active community with many learning resources Build real-world applications us
Neural Networks, Types, and Functional Programming -- colah's blog
An Ad-Hoc Field Deep learning, despite its remarkable successes, is a young field. While models called artificial neural networks have been studied for decades, much of that work seems only tenuously connected to modern results. It’s often the case that young fields start in a very ad-hoc manner. Later, the mature field is understood very differently than it was understood by its early practitione
TensorFlow Foldã«ã¤ã„ã¦
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シェルã®å¼±ç‚¹ã‚’補ãŠã†ï¼"ã¾ã•ã«"ãªCLIツールã€egzact - Qiita
egzactã¨ã„ã†ã‚³ãƒžãƒ³ãƒ‰ã®è©°ã‚åˆã‚ã›ã‚»ãƒƒãƒˆã‚’作ã£ã¦ã¿ã¾ã—ãŸã€‚ → Github ãã£ã‹ã‘ zipã§å¤šé‡åœ§ç¸®ã™ã‚‹ã®ã«ã€$ zip ファイル | zip | tee zip1 | zip | tee zip2 | zip | tee zip3 。。ã¿ãŸã„ãªã®å‡ºæ¥ãªã„？ #シェル芸 #usptomo — ã±ã´ã‚ã‚“ (@papiron) 2016å¹´3月25æ—¥ ã“ã‚Œã¯ã‚るシェル芸界隈1ã®æ–¹ã®ç™ºè¨€ã§ã™ã€‚アンãƒã‚¦ã‚¤ãƒ«ã‚¹ã‚½ãƒ•ãƒˆã®å‹•ä½œç¢ºèªã§ã€å¤šé‡ZIPã•ã‚ŒãŸãƒ†ã‚¹ãƒˆã‚¦ã‚¤ãƒ«ã‚¹ãƒ•ã‚¡ã‚¤ãƒ«ãŒå¿…è¦ã ã£ãŸã¨ã®ã“ã¨ã§ã™ã€‚何人ã‹ã®æ–¹ã‹ã‚‰ã‚¢ãƒ‰ãƒã‚¤ã‚¹ã‚’é ‚ã„ã¦ã„ãŸã‚ˆã†ã§ã™ãŒã€æ®‹å¿µãªãŒã‚‰ã‚·ã‚§ãƒ«ã§ã‚µã‚¯ãƒƒã£ã¨ã¯çµå±€ã§ããªã‹ã£ãŸã”様åã§ã—ãŸ2。 ã“ã®äº‹ä¾‹ã¯ã€ã‚·ã‚§ãƒ«ä¸Šã§ã®ãƒ¯ãƒ³ãƒ©ã‚¤ãƒŠãƒ¼ï¼ˆa.k.a シェル芸3）ã®å¼±ç‚¹ã®ä¸€ã¤ã‚’如実ã«è¡¨ã—ã¦ã„ã¾ã™ã€‚æ–‡å—列を切り出ã—ãŸã‚Šã€å¤‰æ›ã—ãŸã‚Šã¨ã„ã†ãƒ•ã‚£ãƒ«ã‚¿ãƒªãƒ³ã‚°ã®å‡¦ç†ã¯å¾—æ„ã§ã™ãŒã€ãƒ‘ターン生æˆãŒæ¯”較的苦手ã§
The Egison Programming Language
- Express Intuition Directly with Essentially New Syntax - Egison is a programming language that features extensible efficient non-linear pattern matching with backtracking for non-free data types. We can directly represent pattern matching for a wide range of data types including lists, multisets, sets, trees, graphs, and mathematical expressions. Egison makes programming dramatically simple! --
Cycle.js
A functional and reactive JavaScript framework for predictable code Read the docs
Out of the Tar Pit
the morning paper a random walk through Computer Science research, by Adrian Colyer Out of the Tar Pit – Moseley & Marks 2006 This is the final Desert Island Paper choice from Jonas Bonér, and a great way to round out the week. ‘Out of the Tar Pit’ was the 10th paper that I covered in the #themorningpaper series, but at that time I was only giving highlights on twitter, not via the blog format. So
Aggregation Module - Phase 1 - Functional Design · Issue #3300 · elastic/elasticsearch
_NOTE: at this point we're focusing more on the functional design aspect rather than performance. Once we get this nailed down, we'll see how far we can push and optimize._ Background The new aggregations module is due to elasticsearch 1.0 release, and aims to serve as the next generation replacement for the functionality we currently refer to as "faceting". Facets, currently provide a great way t
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SF Scala: Oscar Boykin, Reproducible Machine Learning with Functional Programming - YouTube
Oscar Boykin on Reproducible Machine Learning with Functional Programming, Thu, Mar 29, 2018, 6:00 PM | Meetup
Functional Data Engineering — a modern paradigm for batch data processing
Data.List Recursion Illustrated - colah's blog
We Won! How Scala Conquered the Big Data World
GitHub - coursera/pandas-ply: functional data manipulation for pandas
https://nsr.oxfordjournals.org/content/early/2015/07/13/nsr.nwv042.long
https://www.cs.kent.ac.uk/people/staff/dat/miranda/whyfp90.pdf
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