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Felan Carlo Garcia cadrev

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cadrev / clean-scrollbar.css
Last active August 29, 2015 14:24 — forked from devinrhode2/clean-scrollbar.css
/**
* Like, basically PERFECT scrollbars
*/
/*
It's pure CSS.
Since a quick google search will confirm people going crazy about Mac OS Lion scrollbars...
this has no fade-out effect.
In Mac OS Lion, the lowest common denominator is always showing scrollbars by a setting.
@cadrev
cadrev / psql.md
Last active August 29, 2015 14:25 — forked from schaternik/pg_hba.conf
Postgresql

PSQL -- PostgreSQL interactive terminal

sudo -u postgres psql -> postgres=#

CREATE DATABASE test_database;

CREATE USER test_user WITH password 'qwerty';

GRANT ALL privileges ON DATABASE test_database TO test_user;

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cadrev / ruby_tuts.md
Last active August 29, 2015 14:26 — forked from chrischernoff/ruby_tuts.md
Ruby Tutorials
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cadrev / gist:10506216e36777d3bfdf
Last active September 19, 2015 07:38 — forked from codinguncut/gist:c4359d9bc6f36549b625
kaggle collection

Competitive Machine Learning

  1. feature engineering (most important by far)!!!!!
  2. simple models
  3. overfitting leaderboard
  4. ensembling
  • predict the right thing!
  • build pipeline and put something on the leaderboard
  • allocate time to play with data, explore
  • make heavy use of forums
  • understand subtleties of algos, know what tool to use when
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cadrev / gist:fe766c8ec5ec40ec8a9c
Created September 24, 2015 14:44 — forked from entaroadun/gist:1653794
Recommendation and Ratings Public Data Sets For Machine Learning

Movies Recommendation:

Music Recommendation:

@cadrev
cadrev / waveform.py
Created October 30, 2015 16:07 — forked from mixxorz/waveform.py
Generate waveform images from audio files
# Requires pydub (with ffmpeg) and Pillow
#
# Usage: python waveform.py <audio_file>
import sys
from pydub import AudioSegment
from PIL import Image, ImageDraw
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cadrev / Cumulative distribution function.ipynb
Created December 16, 2015 14:08 — forked from benjaminrose/Cumulative distribution function.ipynb
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cadrev / songs.ipynb
Created December 16, 2015 14:10 — forked from carlward/songs.ipynb
Songs from API
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cadrev / 123 datasets.csv
Created December 16, 2015 14:19 — forked from octaviomtz/123 datasets.csv
123 machine learning databases
Problem File Name Relation Name nRows TestMethod nTrain nTest nVars nTargets
abalone/abalone.arff abalone 4177 test-set cross-validation 4077 100 8 3
acute-inflammation/acute-inflammation.arff acute-inflammation 120 leave-one-out cross-validation 119 100 6 2
acute-nephritis/acute-nephritis.arff acute-nephritis 120 leave-one-out cross-validation 119 100 6 2
adult/adult_train.arff adult 32561 test-set cross-validation 32461 100 14 2
annealing/annealing_train.arff annealing 798 test-set cross-validation 698 100 31 5
arrhythmia/arrhythmia.arff arrhythmia 452 leave-one-out cross-validation 451 100 262 13
audiology-std/con_patrons_repetidos/audiology-std_train.arff audiology-std 194 leave-one-out cross-validation 193 100 59 18
audiology-std/audiology-std_train.arff audiology-std 171 leave-one-out cross-validation 170 100 59 18
balance-scale/balance-scale.arff balance-scale 625 test-set cross-validation 525 100 4 3
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cadrev / ml_links.md
Created December 16, 2015 14:21 — forked from jhaberstro/ml_links.md
Interesting Machine Learning Links