Index
A
- A, sine wave function / How it works...
- accum-counts function / How to do it…
- accum-hash function / How to do it…
- acid-code function / How it works…
- acid-code parser / How it works…
- adapters
- about / How it works…
- agent-ints function / How it works…
- agent function / Managing program complexity with agents
- agents
- program complexity, managing with / Managing program complexity with agents, How to do it…, How it works…, See also
- and STM, combining / Combining agents and STM, How to do it…, How it works…
- errors, recovering from / Recovering from errors in agents
- aggregate operators
- creating / Creating aggregate operators
- alert function / How it works…
- Alexandru Nedelcu
- URL / There's more…
- Amazon Web Services (AWS) / How to do it...
- AMDs tutorial
- URL / There's more…
- Ant
- URL / Getting ready
- Apache Ant
- URL / Getting ready
- Apache HDFS
- data, distributing with / Distributing data with Apache HDFS, How to do it…, How it works…
- app / How it works…
- Apriori algorithm
- data associations, finding with / Finding associations in data with the Apriori algorithm, How it works…
- URL / There's more…
- Apriori class / How to do it…
- ARFF file
- loading, into Weka / Getting ready, How to do it…, How it works…
- ARFF format / How it works…
- atom / Introducing safe side effects into the STM
- Avro
- URL / There's more…
B
- bar charts
- creating, with Incanter / How it works…
- non-numeric data, graphing / Graphing non-numeric data in bar charts, How to do it…, How it works…
- creating, with NVD3 / Creating bar charts with NVD3, How to do it…, How it works…
- benchmarking
- with Criterium / Benchmarking with Criterium, How to do it…, How it works…
- Benford's law
- about / Finding data errors with Benford's law
- used, for finding data errors / How to do it…
- working / How it works…
- wikipedia, URL / There's more…
- testing, URL for / There's more…
- benford-test function / How it works…
- body mass index (BMI) / Modeling linear relationships
- bootstrapping
- about / Validating sample statistics with bootstrapping
- used, for validating sample statistics / Getting ready, How to do it…, How it works…
- Brown Corpus / Maintaining consistency with ensure
- buffer operators
- creating / Creating buffer operators
C
- $cljsbuild option / How it works…
- $continue / Continuing on errors
- C2 project
- Calx
- GPU, harnessing with / Harnessing your GPU with OpenCL and Calx, How to do it…
- URL / Harnessing your GPU with OpenCL and Calx
- Cascading
- URL / Introduction
- Cascalog
- URL / Introduction
- distributed processing with / Distributed processing with Cascalog and Hadoop, How to do it…, How it works…
- data, querying with / Querying data with Cascalog, How to do it…, There's more…
- CSV files, parsing with / Parsing CSV files with Cascalog, Getting ready, How it works…
- complex queries, with / Complex queries with Cascalog, How to do it…
- data, aggregating with / Aggregating data with Cascalog, How to do it…
- operators, defining / Defining new Cascalog operators
- queries, composing / Composing Cascalog queries, Getting ready, How to do it…, How it works…
- data, transforming with / Transforming data with Cascalog, How to do it…
- Cascalog workflows
- errors, handling in / Handling errors in Cascalog workflows, How to do it…
- census data file
- URL, for downloading / Composing Cascalog queries
- charts
- customizing, with JFreeChart / Customizing charts with JFreeChart
- Clojars
- URL / How it works...
- Clojuratica
- Mathematica setting up, for Mac OS X / Setting up Mathematica to talk to Clojuratica for Mac OS X and Linux, How to do it…
- Mathematica setting up, for Linux / Setting up Mathematica to talk to Clojuratica for Mac OS X and Linux, How to do it…
- Mathematica setting up, for Windows / Setting up Mathematica to talk to Clojuratica for Windows, How to do it...
- URL / Getting ready
- Mathematica functions, calling from / Calling Mathematica functions from Clojuratica, How it works…
- matrices, sending to Mathematica / Sending matrices to Mathematica from Clojuratica, How it works…
- Mathematica scripts, evaluating from / Evaluating Mathematica scripts from Clojuratica, How it works…
- Clojure
- about / How it works…
- URL / Getting ready
- talking to, by setting up R / Setting up R to talk to Clojure, How to do it…
- R, setting up / Setting up R
- R functions, calling from / Calling R functions from Clojure, How it works…
- R files, evaluating from / Evaluating R files from Clojure, How to do it…, How it works…
- R, plotting in / Plotting in R from Clojure, How it works…
- clojure.string library / Getting ready, Getting ready
- Clojure data structures
- loading, into datasets / Loading Clojure data structures into datasets, How to do it…, See also
- Clojure documentation
- URL / There's more...
- Agents and Asynchronous Actions, URL / There's more...
- Clojure library
- URL / Reading RDF data
- ClojureScript
- URL / Introduction, Setting up to use ClojureScript
- setting up / How to do it…, How it works…, There's more…
- Cloud
- Cascalog queries executing, with Pallet / Executing Cascalog queries in the Cloud with Pallet, How to do it...
- columns
- selecting, with Incanter macro $ / Selecting columns with $, How to do it…, There's more…
- columns, Weka datasets
- renaming / Renaming columns
- removing / Removing columns
- hiding / Hiding columns
- commute
- used, for getting better performance / Getting better performance with commute, How it works…
- companions
- URL / How to do it…
- Compojure
- URL / Introduction, How it works…
- about / Introduction
- data, serving with / Serving data with Ring and Compojure, Getting ready
- Compojure API documentation
- URL / There's more…
- Compojure wiki
- URL / There's more…
- compute-file function / How it works…
- compute-frequencies / How it works…
- compute-report function / How it works…
- concurrent processing / Introduction
- concurrent programming
- about / Introduction
- concurrent programs
- debugging, with watchers / Debugging concurrent programs with watchers, How to do it…, There's more...
- configuration options
- URL / There's more…
- correct function / How it works…
- Coursera
- about / Introduction
- URL / Introduction
- create-force function / How it works…
- create-svg function / How it works…
- Criterium
- benchmarking with / Benchmarking with Criterium, How to do it…, How it works…
- URL / Benchmarking with Criterium
- documentation, URL / There's more…
- CSV
- datasets, saving to / Saving datasets to CSV and JSON, How to do it…
- data, saving as / Saving data as CSV
- CSV data
- reading, into incanter datasets / Reading CSV data into Incanter datasets, How it works…, There's more…
- CSV file
- loading, into Weka / Getting ready, How to do it…, How it works…
- CSV files
- parsing, with Cascalog / Parsing CSV files with Cascalog, Getting ready, How it works…
- CSV format
- URL / There's more…
- currency data
D
- D3
- URL / Introduction, There's more…
- about / Creating scatter plots with NVD3
- used, for creating interactive visualizations / Creating interactive visualizations with D3, How to do it…, How it works…
- d3-externs project
- URL / How it works…
- d3-page function / How to do it…
- data
- reading from Excel, with incanter / Reading data from Excel with Incanter, Getting ready
- reading from JDBC databases / Reading data from JDBC databases, How to do it…, How it works…
- scraping, from tables in web pages / Scraping data from tables in web pages, Getting ready, How it works…
- aggregating, from different formats / Aggregating data from different formats, Getting ready
- cleaning, with regular expressions / Cleaning data with regular expressions
- consistency, maintaining with synonym maps / Maintaining consistency with synonym maps, How it works…
- validating, with Valip / Validating data with Valip, How to do it…, How it works…
- pre-processing / How to do it…
- querying, with Cascalog / Querying data with Cascalog, How to do it…, There's more…
- distributing, with Apache HDFS / Distributing data with Apache HDFS, How to do it…, How it works…
- aggregating, with Cascalog / Aggregating data with Cascalog, How to do it…
- transforming, with Cascalog / Transforming data with Cascalog, How to do it…
- grouping, $group-by used / Grouping data with $group-by, How it works…
- saving, as CSV / Saving data as CSV
- saving, as JSON / Saving data as JSON
- classifying, with decision trees / Classifying data with decision trees, How to do it…, How it works…
- classifying, Naive Bayesian classifier used / Classifying data with the Naive Bayesian classifier, How to do it…
- classifying, with SVMs / Classifying data with support vector machines, How to do it…
- associations, finding with Apriori algorithm / Finding associations in data with the Apriori algorithm, How it works…
- serving, with Compojure / Serving data with Ring and Compojure, Getting ready
- serving, with Ring / Serving data with Ring and Compojure, Getting ready
- web application, configuring / Configuring and setting up the web application
- web application, setting up / Configuring and setting up the web application
- serving / Serving data
- server, running / Running the server
- database, incanter
- loading / Loading Incanter's sample datasets, How it works…
- data errors
- finding, with Benfords law / Finding data errors with Benford's law
- data formats
- custom data formats, parsing / Parsing custom data formats, How to do it…, How it works…
- dataset
- web page, URL / Getting ready
- data sets
- large data sets, lazily processing / Lazily processing very large data sets, How to do it…
- large data sets, sampling from / Sampling from very large data sets
- datasets
- Clojure data structures, loading / Loading Clojure data structures into datasets, How to do it…, See also
- viewing, view used / Viewing datasets interactively with view, How it works…
- converting, to matrices / Converting datasets to matrices, How to do it…, How it works…
- filtering, with $where / Filtering datasets with $where, How to do it…, How it works…
- saving, to JSON / Saving datasets to CSV and JSON, How to do it…
- saving, to CSV / Saving datasets to CSV and JSON, How to do it…
- multiple datasets, projecting from, with $join / Projecting from multiple datasets with $join, How to do it…, How it works…
- dates and times
- normalizing / Normalizing dates and times, How to do it…
- David Blei
- URL / There's more…
- David Cabana
- URL / There's more…
- David Liebkes talk
- URL / There's more…
- DBPedia
- decision trees
- data, classifying with / Classifying data with decision trees, How to do it…, How it works…
- defanalysis macro / How to do it…
- defanalysis macro / Getting ready
- delete-char / How it works…
- deref function / Managing program complexity with STM
- distributed processing
- with Cascalog / Distributed processing with Cascalog and Hadoop, How to do it…, How it works…
- with Hadoop / Distributed processing with Cascalog and Hadoop, How to do it…, How it works…
- domain-specific language (DSL) / Scraping data from tables in web pages
- dosync block / How it works…
- DRY-up (Don't Repeat Yourself) / How to do it…
- duplicate data
- identifying / Identifying and removing duplicate data, How to do it…, How it works…
- removing / Identifying and removing duplicate data, How to do it…, How it works…
- dynamic charts
- creating, with Incanter / How to do it…, How it works…
E
- -$eq (equal) / How it works…
- Enlive library
- equations
- adding, to Incanter charts / Adding equations to Incanter charts, There's more…
- errors
- recovering from, in agents / Recovering from errors in agents
- falling on / Failing on errors
- continuing on / Continuing on errors
- custom error handler, using / Using a custom error handler
- handling, in Cascalog workflows / Handling errors in Cascalog workflows, How to do it…
- EuroClojure 2012
- URL / There's more...
- exact count
- sampling for / Sampling exactly, How it works…
- Excel
- data reading from, with incanter / Reading data from Excel with Incanter, Getting ready
- exchange rates
- scraping / Scraping exchange rates
F
- $fail / Failing on errors
- $ function / How it works…
- <| function / How it works…
- FASTA data
- filter operators
- creating / Creating filter operators
- fix-headers function / How to do it…
- force-directed layouts
- used, for visualizing graphs / Visualizing graphs with force-directed layouts, How to do it…, How it works…
- formats
- data aggregating from / Aggregating data from different formats, Getting ready
- triple store, creating / Creating the triple store
- function plots
- creating, with Incanter / Creating function plots with Incanter, How it works…
- functions
- creating, from Mathematica / Creating functions from Mathematica, How it works…
- future-call / Managing program complexity with STM
- fuzzy-dist function / How it works…
- fuzzy string matching function / How it works…
G
- $group-by
- used, for grouping data / Grouping data with $group-by, How it works…
- $group-by function / How to do it…
- -$gt (greater than) / How it works…
- -$gte (greater than or equal) / How it works…
- get-dataset function / How it works…
- getting-data.core namespace / How to do it...
- Giorgio Ingargiola of Temple University
- URL / There's more…
- Git
- URL / Introduction
- Glenn Murray
- URL / Getting ready
- Google Closure library
- URL / How it works…, There's more…
- Google Finance
- GPU
- harnessing, with OpenCL / Harnessing your GPU with OpenCL and Calx, How to do it…
- harnessing, with Calx / Harnessing your GPU with OpenCL and Calx, How to do it…
- code, writing in C / Writing the GPU code in C
- graphs
- visualizing, with force-directed layouts / Visualizing graphs with force-directed layouts, How to do it…, How it works…
H
- Hadoop
- URL / Introduction
- distributed processing with / Distributed processing with Cascalog and Hadoop, How to do it…, How it works…
- URL, for downloading and installing / Getting ready
- hadoop command / How to do it…
- handlers
- about / How it works…
- Harvard
- URL / Introduction
- HDFS
- header-keyword function / How to do it…
- Heroku
- URL / Introduction
- hfs-tap function / How it works…
- Hiccup
- URL / Introduction
- HTML, creating with / Creating HTML with Hiccup, Getting ready, How to do it…, How it works…
- site and wiki, URL / There's more…
- Hiccup DSL / How it works…
- HierarchicalClusterer class / Finding hierarchical clusters in Weka, There's more…
- hierarchical clusters
- finding, in Weka / Finding hierarchical clusters in Weka, How it works…, There's more…
- wikipedia, URL / There's more…
- histograms
- creating, with Incanter / Creating histograms with Incanter, How to do it…, How it works…
- creating, with NVD3 / Creating histograms with NVD3, How to do it…, How it works…
- home page
- for screen, URL / There's more…
- How to Write a Spelling Corrector
- URL / Fixing spelling errors
- HTML
- creating, with Hiccup / Creating HTML with Hiccup, Getting ready, How to do it…, How it works…
I
- immutable / Introduction
- incanter
- about / Introduction
- documentation, URL / How it works…
- data, reading from Excel / Reading data from Excel with Incanter, Getting ready
- parallelizing processing with / Parallelizing processing with Incanter, How to do it…, How it works…
- Incanter
- datasets, XML data reading into / Reading XML data into Incanter datasets, How it works…, There's more…
- URL / Introduction
- sample database, loading / Loading Incanter's sample datasets, How it works…
- zoo, used, for working with time series data / Working with time series data with Incanter Zoo, How to do it…, There's more...
- SOMs, clustering with / Clustering with SOMs in Incanter, How it works…
- bar charts, creating with / How it works…
- histograms, creating with / Creating histograms with Incanter, How to do it…, How it works…
- function plots, creating with / Creating function plots with Incanter, How it works…
- charts, equations adding to / Adding equations to Incanter charts, There's more…
- used, for creating dynamic charts / How to do it…, How it works…
- incanter.charts/function-plot function / How it works…
- incanter.stats/bootstrap function / How to do it…
- incanter.zoo/roll-mean function / How to do it…
- Incanter API documentation
- URL / There's more...
- Incanter charts
- equations, adding to / Adding equations to Incanter charts, There's more…
- incanter datasets
- CSV data, reading into / Reading CSV data into Incanter datasets, How it works…, There's more…
- JSON data, reading into / Reading JSON data into Incanter datasets, How to do it…
- Incanter macro $
- columns, selecting with / Selecting columns with $, How to do it…, There's more…
- rows, selecting with / Selecting rows with $, How to do it…, How it works…
- Incanter zoo
- used, for working with time series data / Working with time series data with Incanter Zoo, How to do it…, There's more...
- Incater
- infix formulas, using / Using infix formulas in Incanter, How to do it…, How it works…
- index-page function / How to do it…
- infix formulas
- using, in Incater / Using infix formulas in Incanter, How to do it…, How it works…
- input
- managing, with sized queues / Managing input with sized queues, How it works...
- insert-split / How it works…
- interactive visualizations
- creating, with D3 / Creating interactive visualizations with D3, How to do it…, How it works…
- Investigative Reporters and Editors' US census site
- URL / Getting ready
- ionosphere dataset
- URL, for downloading / Getting ready
- information, URL / There's more…
- IRE download page
- for census data, URL / There's more…
- Iris dataset
- URL / Getting ready
J
- $join
- multple datasets, projecting from / Projecting from multiple datasets with $join, How to do it…, How it works…
- Java Development Kit
- URL / Getting ready
- JavaDocs
- for pattern class, URL / There's more...
- JDBC databases
- data, reading from / Reading data from JDBC databases, How to do it…, How it works…
- Jetty
- JFreeChart
- used, for customizing charts / Customizing charts with JFreeChart
- jobtracker node / How to do it...
- Joda Java library
- JSON
- and XML, comparing / Comparing XML and JSON
- datasets, saving to / Saving datasets to CSV and JSON, How to do it…
- data, saving as / Saving data as JSON
- JSON data
- reading, into incanter datasets / Reading JSON data into Incanter datasets, How to do it…
K
- K-means clustering
- about / Discovering groups of data using K-means clustering, Clustering with K-means
- used, for discovering data groups / Getting ready, How to do it…, How it works…
- results, analyzing / Analyzing the results
- macros, building / Building macros
- URL / See also
L
- -$lt (less than) / How it works…
- -$lte (less than or equal) / How it works…
- LaTeX string / How to do it…
- URL / There's more…
- lazy-read-csv / How it works…
- least squares linear regression / How it works…
- lein-cljsbuild plugin / Getting ready
- Leiningen
- lein new command / How to do it...
- LibSVM class
- URL / There's more…
- linear regression
- about / Modeling linear relationships
- least squares linear regression used / How it works…
- linear relationships
- modeling / Modeling linear relationships, How to do it…
- lines
- adding, to scatter charts / Adding lines to scatter charts, How to do it…, How it works…
- Linux
- Mathematica setting up, to talk to Clojuratica / Setting up Mathematica to talk to Clojuratica for Mac OS X and Linux, How to do it…
- load-arff function
- URL / Getting ready
M
- Mac OS X
- Mathematica setting up, to talk to Clojuratica / Setting up Mathematica to talk to Clojuratica for Mac OS X and Linux, How to do it…
- macros
- building / Building macros
- Mandelbrot / How to do it…
- map concatenation operations
- creating / Creating Map concatenation operations
- map operators
- about / Creating Map operators
- MapReduce
- URL / Introduction
- Mathematica
- URL / Introduction, There's more…
- about / Introduction
- setting up, to talk to Clojuratica for Mac OS X / Setting up Mathematica to talk to Clojuratica for Mac OS X and Linux, How to do it…
- setting up, to talk to Clojuratica for Linux / Setting up Mathematica to talk to Clojuratica for Mac OS X and Linux, How to do it…
- setting up, to talk to Clojuratica for Windows / Setting up Mathematica to talk to Clojuratica for Windows, How to do it...
- functions, calling from Clojuratica / Calling Mathematica functions from Clojuratica, How it works…
- matrices sending, from Clojuratica / Sending matrices to Mathematica from Clojuratica, Getting ready, How it works…
- scripts, evaluating from Clojuratica / Evaluating Mathematica scripts from Clojuratica, How it works…
- functions, creating from / Creating functions from Mathematica, How it works…
- functions, processing in parallel / Processing functions in parallel in Mathematica, How it works…
- math macro / How it works…
- matrices
- datasets, converting to / Converting datasets to matrices, How to do it…, How it works…
- sending to Mathematica, from Clojuratica / Sending matrices to Mathematica from Clojuratica, How it works…
- Maven
- URL / Getting ready, Getting ready
- middleware
- about / How it works…
- Monte Carlo simulations
- partitioning, for improving pmap performance / Partitioning Monte Carlo simulations for better pmap performance, How to do it…, How it works…
- estimating with / Estimating with Monte Carlo simulations
- URL / Estimating with Monte Carlo simulations
- mouseover event / How to do it…
- Mozilla Developer Network
- URL / There's more…
- multimodal Bayesian distributions
- about / Modeling multimodal Bayesian distributions
- modeling / How to do it…, How it works…
- mushroom dataset
- URL / There's more…
N
- -$ne (not equal) / How it works…
- Naive Bayesian classifier
- used, for classifying data / Classifying data with the Naive Bayesian classifier, How to do it…
- National Highway Traffic Safety Administration
- URL / Getting ready
- noise
- decreasing, by smoothing variables / Smoothing variables to decrease noise, How to do it…, How it works…
- non-linear relationships
- modeling / Modeling non-linear relationships
- modeling, steps / How to do it…
- non-numeric data
- in bar charts, graphing / Graphing non-numeric data in bar charts, How to do it…, How it works…
- numbers
- normalizing / Normalizing numbers, How it works…
- NVD3
- URL / Introduction, Creating scatter plots with NVD3, There's more…
- used, for creating scatter plots / Creating scatter plots with NVD3, How to do it…
- working / How it works…
- used, for creating bar charts / Creating bar charts with NVD3, How to do it…, How it works…
- histograms, creating with / Creating histograms with NVD3, How to do it…, How it works…
O
- $optimizations parameter / How it works…
- ->options function / How it works…
- object / How it works…
- on-mouseover / How it works…
- online summary statistics
- generating, with reducers / Generating online summary statistics with reducers, How to do it…
- OpenCL
- GPU, harnessing with / Harnessing your GPU with OpenCL and Calx, How to do it…
- URL / Harnessing your GPU with OpenCL and Calx
- operators, Cascalog
- about / Defining new Cascalog operators
- map operators, creating / Creating Map operators
- map concatenation operations, creating / Creating Map concatenation operations
- filter operators, creating / Creating filter operators
- buffer operators, creating / Creating buffer operators
- aggregate operators, creating / Creating aggregate operators
- parallel aggregate operators, creating / Creating parallel aggregate operators
- optimal partition size
- finding, with simulated annealing / Finding the optimal partition size with simulated annealing, How to do it…, How it works…
- optimization algorithms / There's more…
- Oracle
- tutorial, URL / See also
- output-points / How to do it…
P
- Pallet
- URL / Introduction, Executing Cascalog queries in the Cloud with Pallet
- Cascalog queries, executing in Cloud / Executing Cascalog queries in the Cloud with Pallet, How to do it...
- pallet-hadoop-example namespace / How to do it...
- Pallet-Hadoop library
- URL / How it works...
- Pallet Hadoop project
- URL / Getting ready
- URL, for downloading / Getting ready
- parallel aggregate operators
- creating / Creating parallel aggregate operators
- Parallel Colt Java library
- parallelism / Introduction
- parallelizing
- reducers / Parallelizing with reducers, How to do it…, How it works…
- parallelizing processing
- with pmap / Parallelizing processing with pmap, How to do it…, How it works…
- with incanter / Parallelizing processing with Incanter, How to do it…, How it works…
- parallel programming / Introduction
- parse-ez library
- percentage
- sampling by / Sampling by percentage
- pipeline
- processing / Processing in a pipeline
- pmap
- parallelizing processing with / Parallelizing processing with pmap, How to do it…, How it works…
- data, chunking / Chunking data for pmap
- pmap performance
- improving, by partitioning Monte Carlo simulations / Partitioning Monte Carlo simulations for better pmap performance, How to do it…, How it works…
- predicate / How it works…
- processing
- tracking, watchers used / Tracking processing with watchers, How to do it…, How it works…
- program complexity
- managing, with STM / Managing program complexity with STM, How to do it…, How it works…
- managing, with agents / Managing program complexity with agents, How to do it…, How it works…, See also
- project
- creating / How to do it..., How it works...
- Project Gutenberg
- URL / Getting ready
- Prolog
- URL / There's more…
Q
- queries, Cascalog
- complex queries / Complex queries with Cascalog, How to do it…
- composing / Composing Cascalog queries, How to do it…, How it works…
- executing in Cloud, with Pallet / Executing Cascalog queries in the Cloud with Pallet, How to do it...
R
- $rollup
- summary statistics, generating with / Generating summary statistics with $rollup, How it works…
- R
- URL / Introduction
- about / Introduction
- configuring, to talk to Clojure / Setting up R to talk to Clojure, How to do it…, Setting up R
- Clojure, setting up / Setting up Clojure
- functions, calling from Clojure / Calling R functions from Clojure, How it works…
- vectors, passing / Passing vectors into R, How to do it…, How it works…
- files, evaluating from Clojure / Evaluating R files from Clojure, How to do it…, How it works…
- plotting in, from Clojure / Plotting in R from Clojure, How it works…
- R. Berwick
- SVMs, URL / There's more…
- RDF data
- about / Reading RDF data, How to do it…
- reading, with SPARQL / Reading RDF data with SPARQL, How to do it…
- reducers
- parallelizing with / Parallelizing with reducers, How to do it…, How it works…
- online summary statistics, generating / Generating online summary statistics with reducers, How to do it…
- ref function / Managing program complexity with STM
- RegexPlant
- online tester, URL / There's more...
- regular expressions
- data, cleaning with / Cleaning data with regular expressions
- (?x) flag / How it works…
- (\d{3}) flag / How it works…
- \D{0,2} / How it works…
- (\d{3}) / How it works…
- \D? / How it works…
- (\d{4}) / How it works…
- resources, URL / There's more...
- regular expressions
- Java tutorial, URL / There's more...
- REPL
- about / Creating a new project
- replace-split / How it works…
- rescale-by-group function / How it works…
- R gallery
- URL / There's more…
- Rich Hickeys blog spot
- URL / There's more...
- Ring
- URL / Introduction, Serving data with Ring and Compojure
- about / Introduction
- data, serving with / Serving data with Ring and Compojure, Getting ready
- Ring API documentation
- URL / There's more…
- Ring wiki
- URL / There's more…
- routes
- using / Defining routes and handlers
- rows
- selecting, with Incanter macro $ / Selecting rows with $, How to do it…, How it works…
- R qr function
- about / There's more…
- URL / There's more…
- Rserve package / How it works…
S
- sampling
- by percentage / Sampling by percentage
- by exact count / Sampling exactly
- Sam Ritchie
- scatter charts
- lines, adding / Adding lines to scatter charts, How to do it…, How it works…
- scatter plots
- creating, with NVD3 / Creating scatter plots with NVD3, How to do it…
- sequence files
- URL / There's more…
- Sesame
- URL / Reading RDF data
- SimpleKMeans class
- URL / See also
- simulated annealing
- optimal partition size, finding with / Finding the optimal partition size with simulated annealing, How to do it…, How it works…
- sine wave function
- A / How it works...
- ω / How it works...
- ϕ / How it works...
- t / How it works...
- site-routes / How it works…
- sized queues
- input, managing with / Managing input with sized queues, How it works...
- som/som-batch-train function / There's more…
- SOMs
- about / Clustering with SOMs in Incanter, How it works…
- algorithm, using in core library / How to do it…
- source tap, Cascalog
- URL / There's more…
- SPARQL
- RDF data, reading with / Reading RDF data with SPARQL, How to do it…
- species attribute / Classifying data with decision trees
- spelling errors
- fixing / Fixing spelling errors, How to do it…, There's more…
- StackExchange
- URL / How it works…
- Stat Trek
- URL / There's more…
- STM
- about / Introduction
- program complexity, managing / Managing program complexity with STM, How to do it…, How it works…
- and agents, combining / Combining agents and STM, How to do it…, How it works…
- safe side effects / Introducing safe side effects into the STM, How to do it…
- subject / How it works…
- summary statistics
- generating, with $rollup / Generating summary statistics with $rollup, How it works…
- SVMs
- about / Classifying data with support vector machines
- data, classifying with / Classifying data with support vector machines, How to do it…
- synonym maps
- used, for maintaining data consistency / Maintaining consistency with synonym maps, How it works…
- ω, sine wave function / How it works...
- ϕ, sine wave function / How it works...
T
- t, sine wave function / How it works...
- tap sink / How it works…
- TextDelimited scheme object / How it works…
- textual data
- scraping, from web pages / Scraping textual data from web pages, How to do it…, How it works…
- tf-idf / Rescaling values
- thread starvation / Introducing safe side effects into the STM
- thunk function
- URL / How to do it…
- time series data
- working with, Incanter zoo used / Working with time series data with Incanter Zoo, How to do it…, There's more...
- tmux
- URL / There's more…
- to-dataset function / How it works…
- to-matrix function / How it works…
- Tom Germano
- URL / There's more…
- transpose-char / How it works…
- trap / Handling errors in Cascalog workflows
- triple store
- creating / Creating the triple store
- type hints
- about / Using type hints, How to do it…
U
- upper-case function / Getting ready
V
- validators
- used, for maintaining data consistency / Maintaining data consistency with validators, How to do it…, How it works…
- Valip
- used, for validating data / Validating data with Valip, How to do it…, How it works…
- URL / Validating data with Valip
- values
- rescaling / Rescaling values, How to do it…
- variable binding / There's more…
- variables
- differencing, to show changes / Differencing variables to show changes, How it works…
- scaling / Scaling variables to simplify variable relationships
- scaling, ways for / How to do it…, How it works…
- smotthing, to decrese noise / Smoothing variables to decrease noise, How to do it…, How it works…
- vectors
- passing, into R / Passing vectors into R, How to do it…, How it works…
- view
- used, for viewing datasets / Viewing datasets interactively with view, How it works…
- Virginia census data
- URl, for downloading / Getting ready
W
- $where
- datasets, filtering with / Filtering datasets with $where, How to do it…, How it works…
- watchers
- used, for tracking processing / Tracking processing with watchers, How to do it…, How it works…
- concurrent programs, debugging with / Debugging concurrent programs with watchers, How to do it…, There's more...
- web application
- configuring / Configuring and setting up the web application
- setting up / Configuring and setting up the web application
- web pages
- data, scraping from tables / Scraping data from tables in web pages, How to do it…, How it works…
- textual data, scraping / Scraping textual data from web pages, How to do it…, How it works…
- Weka
- machine learning and data mining libraryTopicnURL / Introduction
- about / Loading CSV and ARFF files into Weka
- CSV file, loading / Getting ready, How to do it…, How it works…
- ARFF file, loading / Getting ready, How to do it…, How it works…
- wiki, URL / Getting ready
- hierarchical clusters, finding / Finding hierarchical clusters in Weka, How it works…
- documentation, URL / There's more…
- weka.clusters.SimpleKMeans class / How to do it…
- Weka datasets
- columns, renaming / Renaming columns
- columns, removing / Removing columns
- columns, hiding / Hiding columns
- Wikipedia page
- Windows
- Mathematica setting up, to talk to Clojuratica / Setting up Mathematica to talk to Clojuratica for Windows, How to do it...
- within-cluster sum of squared errors (WCSS) / Analyzing the results
X
- (?x) flag / How it works…
- X-Rates
- XML
- and JSON, comparing / Comparing XML and JSON
- XML data
- reading, into incanter databases / Reading XML data into Incanter datasets
Z
- zipper / How it works…
- structure, navigating with / Navigating structures with zippers