VirtualTam's bookmarks

101. Advent Calendar - Discuss the Elastic Stack 2017-12-11

     tags: data, observability/elastic/elasticsearch, visualization

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     "To celebrate the end of the 2017 calendar year, the Elastic Engineering team will be publishing a series of Elastic Stack tips each day, from the 1st of December through the 25th of December[0]. As we are a distributed organisation, and with community members from all corners of the globe, you'll be seeing these threads in a variety of our native languages.

     For some examples of what to expect, here is a selection of upcoming topics:

     • How to make an Elasticsearch Ingest Plugin (in Japanese)
     • Upgrade to 6.x with reindex API and tips (in Chinese)
     • ECE: From the trenches (in English)
     • Kibana tips for new users (in English)"
102. Armin Ronacher - A Python for Future Generations 2017-12-04

     tags: interpreter, package, programming-language, programming/python

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103. Mozilla Pontoon - Translate web apps and web sites in place with context and spatial limitations 2017-11-23

     tags: language, language/locale, language/translation, mozilla

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     • https://wiki.mozilla.org/L10n:Pontoon
     • https://github.com/mozilla/pontoon
104. Portmanteau algorithms 2017-11-12

     tags: language, programming/python, pun, text, word

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     • https://en.wikipedia.org/wiki/Portmanteau
     • https://en.wikipedia.org/wiki/List_of_portmanteaus
     • https://www-users.cs.umn.edu/~kluve018/portmanteau1.html
     • http://pythonexample.com/snippet/python/portmanteaupy_rfong_python
     • https://github.com/jamcowl/PORTMANTEAU-BOT
     • https://gist.github.com/aparrish/5416755
105. python - Any tutorials for developing chatbots? - Stack Overflow 2017-10-30

     tags: bot, chat, natural-language-processing, network/xmpp, programming/python

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     • https://www.gamasutra.com/view/feature/6305/beyond_fa%C3%A7ade_pattern_matching_.php
     • http://web.archive.org/web/20120320060043/http://ai-programming.com/bot_tutorial.htm
     • https://www.slideshare.net/amyiris/ai-and-python-developing-a-conversational-interface-using-python
     • http://www.nltk.org/api/nltk.chat.html
106. Dealing with Human Language | Elasticsearch: The Definitive Guide [2.x] 2017-10-01

     tags: engine, language, natural, observability/elastic/elasticsearch, processing, search

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     • https://www.elastic.co/guide/en/elasticsearch/guide/current/language-intro.html
     • https://www.elastic.co/guide/en/elasticsearch/guide/current/identifying-words.html
     • https://www.elastic.co/guide/en/elasticsearch/guide/current/token-normalization.html
     • https://www.elastic.co/guide/en/elasticsearch/guide/current/stemming.html
     • https://www.elastic.co/guide/en/elasticsearch/guide/current/stopwords.html
     • https://www.elastic.co/guide/en/elasticsearch/guide/current/synonyms.html
     • https://www.elastic.co/guide/en/elasticsearch/guide/current/fuzzy-matching.html
107. Home Page for 20 Newsgroups Data Set 2017-09-30

     tags: dataset, forum, natural-language-processing, text

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108. How to use Elasticsearch for NLP and Text Mining 2017-09-30

     tags: data-mining, natural-language-processing, observability/elastic/elasticsearch, search-engine

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     • http://dataconomy.com/2016/12/use-elasticsearch-nlp-text-mining%e2%80%8a-%e2%80%8apart-1/

     • http://dataconomy.com/2017/05/use-elasticsearch-nlp-text-mining-part-2/

     • https://www.elastic.co/blog/text-classification-made-easy-with-elasticsearch

     • https://www.elastic.co/guide/en/elasticsearch/guide/current/languages.html

     • https://github.com/spinscale/elasticsearch-opennlp-plugin

     • https://github.com/spinscale/elasticsearch-ingest-opennlp

     • https://github.com/jprante/elasticsearch-langdetect

     • https://www.elastic.co/guide/en/elasticsearch/plugins/current/ingest-attachment.html

     • https://tika.apache.org/

     • https://www.elastic.co/guide/en/elasticsearch/reference/current/analysis-lang-analyzer.html

     • https://lingpipe-blog.com/2014/04/10/lucene4-document-classification/

     • https://medium.com/@textminers/how-to-use-elasticsearch-for-textmining-part-1-5589e76301d5

109. ConceptNet 2017-09-30

     tags: natural-language-processing, neural-network, semantic

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     • https://blog.conceptnet.io/2016/11/03/conceptnet-5-5-and-conceptnet-io/
110. agroce/tstl: Template Scripting Testing Language tool 2017-09-26

     tags: performance, performance/benchmark, programming/python, programming/testing

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111. GraphQL | A query language for your API 2017-09-24

     tags: data, network/http, programming/api, programming/api/rest, query, web

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     • http://graphene-python.org/
     • https://github.com/webonyx/graphql-php
112. Pandorabots 2017-09-06

     tags: artificial-intelligence, bot, chat, machine-learning, natural-language-processing

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     • https://github.com/pandorabots
113. AIML: Artificial Intelligence Markup Language 2017-09-06

     tags: artificial-intelligence, machine-learning, natural-language-processing, programming/python

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     • http://www.alicebot.org/downloads/programs.html
     • https://alicebot.blogspot.ro/2009/03/new-aiml-learning-file.html
     • https://github.com/creatorrr/pyAIML
114. Consider support for French sovereign operating system · Issue #19396 · moby/moby · GitHub 2017-09-03

     tags: language/french, language/translation, linux/container, linux/container/docker, wtf

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     • https://github.com/brouberol/marcel
115. Python | General knowledge & job interview questions 2017-08-20

     tags: exercise, knowledge, programming/job-interview, programming/python

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     • https://www.quora.com/What-are-good-Python-interview-questions
     • https://www.reddit.com/r/Python/comments/1knw7z/python_interview_questions/
     • https://resources.workable.com/python-developer-interview-questions
       • https://www.reddit.com/r/Python/comments/dxvtv/favorite_python_interview_question/
       • https://softwareengineering.stackexchange.com/questions/21917/python-interview-questions
       • http://www.ilian.io/python-interview-question-and-answers/
     • https://stackoverflow.com/questions/2573135/python-progression-path-from-apprentice-to-guru/2576240#2576240
     • https://docs.python.org/3/tutorial/
     • https://www.reddit.com/r/Python/comments/6v0amj/the_more_i_learn_about_python_the_more_i_realized/
     • https://github.com/00111000/Imports-in-Python

     Language:

     • GIL
     • memory management, object references
     • data structures
     • duck typing
     • monkey patching
     • generators
     • list & dict comprehensions
     • decorators
     • introspection
     • ...

     Development tools:

     • debugging
     • packaging
     • lint
     • testing: unitary, functional, TDD, BDD

     Libraries:

     • data parsing
     • data scraping
     • database management
     • http requests
     • web frameworks
     • ...
116. How I Used Python to Publish a Nice Article on My Niche Website 2017-08-01

     tags: data, fruit, natural-language-processing, programming/python, smoothie, visualization

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     • http://www.adoubtingthomas.com/juicers/smoothie-recipes-analysis/
117. exercism.io - Quickly ramp up in new programming languages 2017-07-02

     tags: development, exercise, source-code-management/github, tutorial

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     https://github.com/exercism/exercism.io

118. Natural Language Processing (Almost) from Scratch 2017-05-24

     tags: machine-learning, natural-language-processing, research

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119. dlib C++ Library 2017-05-24

     tags: deep-learning, machine-learning, natural-language-processing, programming/c++, programming/python

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     • https://github.com/davisking/dlib

     via http://blog.dlib.net/2014/04/mitie-completely-free-and-state-of-art.html via https://www.reddit.com/r/MachineLearning/comments/26pzim/current_state_of_the_art_in_named_entity/

120. textacy: higher-level NLP built on spaCy — textacy 0.3.4 documentation 2017-05-24

     tags: entity, natural-language-processing, programming/python, text

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     • https://github.com/chartbeat-labs/textacy
     • https://pypi.python.org/pypi/textacy