#A Collection of NLP notes
##N-grams
###Calculating unigram probabilities:
P( wi ) = count ( wi ) ) / count ( total number of words )
In english..
i386 : iPhone Simulator | |
x86_64 : iPhone Simulator | |
arm64 : iPhone Simulator | |
iPhone1,1 : iPhone | |
iPhone1,2 : iPhone 3G | |
iPhone2,1 : iPhone 3GS | |
iPhone3,1 : iPhone 4 | |
iPhone3,2 : iPhone 4 GSM Rev A | |
iPhone3,3 : iPhone 4 CDMA | |
iPhone4,1 : iPhone 4S |
#A Collection of NLP notes
##N-grams
###Calculating unigram probabilities:
P( wi ) = count ( wi ) ) / count ( total number of words )
In english..
. | |
├── deploy.py | |
├── project | |
│ ├── application.py | |
│ ├── apps | |
│ │ ├── articles | |
│ │ │ ├── forms.py | |
│ │ │ ├── __init__.py | |
│ │ │ ├── models.py | |
│ │ │ └── views.py |
(by @andrestaltz)
If you prefer to watch video tutorials with live-coding, then check out this series I recorded with the same contents as in this article: Egghead.io - Introduction to Reactive Programming.
protocol HasMiddleValue { | |
typealias ItemType | |
func middle() -> [ItemType] | |
} | |
extension Array: HasMiddleValue { | |
typealias ItemType = Generator.Element |
[alias] | |
co = checkout | |
cob = checkout -b | |
coo = !git fetch && git checkout | |
br = branch | |
brd = branch -d | |
brD = branch -D | |
merged = branch --merged | |
st = status | |
aa = add -A . |
#!/usr/bin/env bash | |
# | |
# Bootstrap script for setting up a new OSX machine | |
# | |
# This should be idempotent so it can be run multiple times. | |
# | |
# Some apps don't have a cask and so still need to be installed by hand. These | |
# include: | |
# | |
# - Twitter (app store) |
# Xcode 6.2 (6C131e) | |
Swift version 1.1 (swift-600.0.57.4) | |
Target: x86_64-apple-darwin14.1.0 | |
# Xcode 6.3 (6D570) | |
Apple Swift version 1.2 (swiftlang-602.0.49.3 clang-clang-602.0.49) | |
Target: x86_64-apple-darwin14.1.0 | |
# Xcode 6.3.1 (6D1002) | |
Apple Swift version 1.2 (swiftlang-602.0.49.6 clang-602.0.49) |
Tested with Apache Spark 2.1.0, Python 2.7.13 and Java 1.8.0_112
For older versions of Spark and ipython, please, see also previous version of text.