General Documentation

• MLDB Overview
• Running MLDB
• Working with the REST API
• REST API Interactive Docs
• Notebooks and pymldb
• Demos & Tutorials
• Files and URLs
• MLDB Pro
• Algorithm Support
• Classifier configuration
• Scaling MLDB
• Help and Feedback
• Licenses

SQL Support

• SQL Queries
• Query API
• Type System
• Value Expressions
  • Operators
  • Built-in functions
• Select Expressions
• From Expressions
• When Expressions
• Where Expressions
• Group-By Expressions
• Order-By Expressions

Datasets

• Intro to Datasets
• Dataset Configuration
• Data Persistence
• Available Dataset types:
  • beh
  • beh.binary
  • beh.binary.mutable
  • beh.mutable
  • embedding
  • merged
  • mongodb.dataset
  • mongodb.record
  • sampled
  • sparse.mutable
  • sqliteSparse
  • tabular
  • transposed
  • union

Procedures

• Intro to Procedures
• Procedure Configuration
• Input Queries
• Output Dataset Specification
• Available Procedure types:
  • classifier.experiment
  • classifier.test
  • classifier.train
  • export.csv
  • import.git
  • import.json
  • import.sentiwordnet
  • import.text
  • import.word2vec
  • kmeans.train
  • melt
  • mongodb.import
  • permuter.run
  • probabilizer.train
  • randomforest.binary.train
  • statsTable.bagOfWords.train
  • statsTable.train
  • summary.statistics
  • svd.train
  • tfidf.train
  • transform
  • tsne.train

Functions

• Intro to Functions
• Function Application via REST
• Function Configuration
• Available Function types:
  • classifier
  • classifier.explain
  • embedding.neighbors
  • feature_hasher
  • fetcher
  • http.useragent
  • image.proximatevoxels
  • image.readpixels
  • kmeans
  • mongodb.query
  • pooling
  • probabilizer
  • sql.expression
  • sql.query
  • statsTable.bagOfWords.posneg
  • statsTable.getCounts
  • stemmer
  • stemmerdoc
  • svd.embedRow
  • tensorflow.graph
  • tfidf
  • tokensplit

Plugins

• Intro to Plugins
• Plugin Configuration
• Example Plugins
• Type Introspection
• Writing Documentation
• Available Plugin types:
  • javascript
  • python
  • sharedLibrary