Fernando Felix fernandojunior
fernandojunior
/ gist:c526760375c1675c2df2b19fca77c0ed
Last active
August 17, 2016 03:37
Learning curve, python, machine learming, training, validation, testing sets, grid search
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| # Source from: http://sachithdhanushka.blogspot.com.br/2013/09/learning-curve-generator-for-learning.html | |
| # http://scikit-learn.org/stable/auto_examples/model_selection/plot_validation_curve.html | |
| # http://scikit-learn.org/stable/modules/learning_curve.html | |
| # http://scikit-learn.org/stable/auto_examples/model_selection/plot_learning_curve.html | |
| # http://scikit-learn.org/stable/modules/generated/sklearn.learning_curve.learning_curve.html#sklearn.learning_curve.learning_curve | |
| # http://scikit-learn.org/stable/modules/learning_curve.html | |
| # http://www.astroml.org/sklearn_tutorial/practical.html | |
| # http://stats.stackexchange.com/questions/95797/how-to-split-the-dataset-for-cross-validation-learning-curve-and-final-evaluat | |
| # https://github.com/fernandojunior/udacity-machine-learning-nanodegree/blob/master/projects/boston_housing/boston_housing.ipynb | |
| from sklearn.naive_bayes import GaussianNB |
fernandojunior
/ gist:07be7370cb8fab4eff523b29a1863ad9
Last active
September 3, 2016 05:28
selenium python phantomjs test script BeautifulSoup
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| # $ npm -g install phantomjs | |
| # $ pip install selenium beautifulsoup4 | |
| # $ python | |
| >>> from selenium import webdriver | |
| >>> PATH = 'node_modules/phantomjs/lib/phantom/bin/phantomjs' | |
| >>> browser = webdriver.PhantomJS(executable_path=PATH) | |
| >>> # browser = webdriver.Chrome() | |
| >>> browser.get('http://foo.bar') | |
| >>> browser.execute_script("return ga.create().b.data.values[':trackingId']") | |
| UA-64573082-1 |
fernandojunior
/ gist:4adfb04fde615eb6085aba2daf5e336e
Last active
July 6, 2016 22:24
javascript workshop baby steps
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| https://github.com/sethvincent/javascripting | |
| https://github.com/pselle/JSforeveryone | |
| https://developer.mozilla.org/en-US/docs/Web/JavaScript/Guide | |
| http://nodeschool.io/ | |
| https://www.youtube.com/channel/UCO1cgjhGzsSYb1rsB4bFe4Q | |
| https://medium.com/@brunovincius/novas-features-do-es2016-es7-ddca30ddc73a#.tb5lwuf4p | |
| http://todomvc.com/ | |
| https://github.com/timoxley/functional-javascript-workshop | |
| https://kangax.github.io/compat-table/es6/ | |
| http://ccoenraets.github.io/es6-tutorial/ |
fernandojunior
/ gist:a92ab21e00c9f01440a99ed1aa2c298c
Last active
August 28, 2016 21:28
Facebook bot machine learning text mining recommender system
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| scrapy | |
| https://www.facebook.com/groups/python.brasil | |
| https://gist.github.com/fernandojunior/2572a4ba93ba729a5db14a595cd02301 | |
| https://github.com/hzsweers/FB_Mod_Bot | |
| http://scikit-learn.org/stable/modules/feature_extraction.html#text-feature-extraction | |
| http://scikit-learn.org/stable/auto_examples/text/document_clustering.html | |
| http://www.r-bloggers.com/clustering-search-keywords-using-k-means-clustering/ | |
| https://github.com/ujjwalkarn/DataSciencePython#text-mining-in-python | |
| https://github.com/ujjwalkarn/DataSciencePython | |
| https://www.facebook.com/groups/python.brasil/search/?query |
fernandojunior
/ cluster_lines.py
Created
June 30, 2016 00:53
— forked from amix/cluster_lines.py
Groups (clusters) similar lines together from a text file using k-means clustering algorithm.
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| """ | |
| Groups (clusters) similar lines together from a text file | |
| using k-means clustering algorithm. | |
| Also does some simple cleaning (such as removing white space and replacing numbers with (N)). | |
| Example: | |
| python cluster_lines.py --clusters 20 invalid_dates.txt |
fernandojunior
/ gist:3d028266c2e3a646770d35e9d85cbca6
Created
June 29, 2016 02:07
static site blog cms generator
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| https://github.com/jekyll/jekyll | |
| https://github.com/lektor/lektor/stargazers | |
| https://github.com/hexojs/hexo |
fernandojunior
/ gist:394f476580ffcb5c74e2d7b41b554171
Last active
June 28, 2016 17:58
JavaScript para iniciantes
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| http://www.obomprogramador.com/2015/02/nova-video-palestra-tudo-o-que-voce.html | |
| http://tableless.com.br/anotacoes-da-palestra-jaydson-gomes-16elw/ | |
| http://nodeschool.io/index.html#workshoppers | |
| https://www.infoq.com/br/presentations/javascript-funcional | |
| https://www.youtube.com/channel/UCKdo1RaF8gzfhvkOdZv_ojg | |
| backend, frontend, database, functional programming, ide, desktop, | |
| inglês, git/github, atom.io, node.js express, mondodb firebase, angular react vue, bootstrap, electron, prelude, npm bower, ionic phonegap | |
| http://www.slideshare.net/Hugeinc/desenvolvimento-clientside-2016 |
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| https://github.com/klutometis/roxygen | |
| https://github.com/gaborcsardi/maxygen | |
| https://github.com/klutometis/roxygen/tree/444f5e39362ea956fa2dbbf6260cb1d5eede0828 | |
| http://stat545.com/packages00_index.html | |
| https://hilaryparker.com/2014/04/29/writing-an-r-package-from-scratch/ | |
| http://stackoverflow.com/questions/9656016/how-to-install-development-version-of-r-packages-github-repository |
fernandojunior
/ lambda.r
Created
June 26, 2016 22:02
— forked from klmr/lambda.r
Finally a proper lambda for R
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| `<-` = function (body, params) { | |
| vars = all.vars(substitute(params)) | |
| formals = as.pairlist(setNames(replicate(length(vars), quote(expr = )), vars)) | |
| eval.parent(call('function', formals, substitute(body))) | |
| } | |
| sapply(1 : 4, x -> 2 * x) | |
| # 2 4 6 8 | |
| mapply(x ~ y -> x + y, |
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| http://www.unixstickers.com/ | |
| http://www.pythongear.com/ | |
| https://github.myshopify.com/ |