Turi Create
4.0
Modules
Here is a list of all modules:
[detail level
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Flexible Type Content Types
Global Parameter Registration
Global configuration manager that allows config to be set by environment variables
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Logging Utilities
Logging Assertions
Assertions
Log Levels
Log Levels
Logging Statements
Global Logging Statements
Threading Library
This is a rather complete threading library, providing cross platform implementations of many threading primitives
File IO Library
The fileio library provides a collection of generic libraries to unify access to HDFS, S3, local filesystem and in-memory filesystem
Lazy Evaluation DAG
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SFrame Logical Query Engine
Algorithms
Execution
Logical Operators
Planning, Optimization and Execution
Utilities
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Serialization
Technical Details: Serialization
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SFrame : Physical
Generic SFrame Eager Algorithms
CSV Parsing and Writing
Groupby Aggregation
Integer Compression Routines
Join
Main SFrame Objects
SFrame Internal
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SGraph : Physical
SGraph Compute
Main SGraph Objects
SGraph Compute Internal
C++ Interprocess Communication Library
Lambda
Nanomsg Wrapper
Intrusive Performance Monitoring
A tracepoint utility that provides intrusive (requires code change) performance monitoring
Process Management
Cross platform (Windows, Mac, Linux) sub-process management
Shared Memory Interprocess Communication
INI Utilities
Simple ini parsing utilities
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Utility Classes and Functions
Hashing
A generic set of hashing functions built around Google's cityhash
Set And Map Utilities
Some mathematical Set and Map routines
Random Number Generators
Turi Toolkits
Unity Libraries
ML Data
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Convex Optimization
FISTA
Optimization Constraints
Gradient Descent
LBFGS
Line Search
Newton Method
Optimization Model Types And Config
Regularizers
Utility Functions
Sketching Datastructures and Algorithms
Class Extension Interface
Function Extension Interface
Toolkit Utilities
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