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transcendent-ai-labs/DynaML

DynaML User Guide

transcendent-ai-labs/DynaML

DynaML
Getting DynaML
Getting DynaML
- Installation
- Import
Supported Features
Structure
Releases
Releases
- v1.5.x
  v1.5.x
  - v1.5.3
  - v1.5.2
  - v1.5.1
  - v1.5
- v1.4.x
  v1.4.x
  - v1.4.3
  - v1.4.2
  - v1.4.1
  - v1.4
Scaladoc
Scaladoc
- v1.5.x
  v1.5.x
  - v1.5.3
    v1.5.3
    
    dynaml-core
    
    dynaml-pipes
    
    dynaml-repl
    
    dynaml-examples
  - v1.5.2
    v1.5.2
    
    dynaml-core
    
    dynaml-pipes
    
    dynaml-repl
    
    dynaml-examples
  - v1.5.1
    v1.5.1
    
    dynaml-core
    
    dynaml-pipes
    
    dynaml-examples
  - v1.5
    v1.5
    
    dynaml-core
    
    dynaml-pipes
    
    dynaml-examples
- v1.4.x
  v1.4.x
  - v1.4.3
    v1.4.3
    
    dynaml-core
    
    dynaml-pipes
    
    dynaml-examples
  - v1.4.2
    v1.4.2
    
    dynaml-core
    
    dynaml-pipes
    
    dynaml-examples
  - v1.4.1
    v1.4.1
    
    dynaml-core
    
    dynaml-pipes
    
    dynaml-examples
  - v1.4
    v1.4
    
    dynaml-core
    
    dynaml-pipes
    
    dynaml-examples
User Guide
User Guide
- Core
  Core
  - Models
    Models
    
    Model Hierarchy
    
    Linear Models
    Linear Models
    
    Generalized Linear Models
    
    Generalized Least Squares
    
    Stochastic Processes
    Stochastic Processes
    
    Gaussian Processes
    
    Extended Skew Gaussian Processes
    
    Students T Processes
    
    Multi-output Matrix T Process
    
    Neural Networks
    Neural Networks
    
    Feed Forward Networks
    
    Neural Stack API
    
    Old Neural Net API
    
    Least Squares SVM
  - Tensorflow
    Tensorflow
    
    Introduction
    
    Tensorflow Pointer
    
    Building Blocks
    
    Data Set API
  - Kernels
    Kernels
    
    Kernel API
    
    Stationary Kernels
    
    Non Stationary Kernels
    
    Automatic Feature Extraction
  - Algebra
    Algebra
    
    Blocked Algebraic Objects
    
    Block Vectors
    
    Block Matrices
    
    Block Algebra Utilities
  - Probability
    Probability
    
    Random Variables
    
    Operations on Random Variables
    
    Probability Distributions
  - Optimizers & Solvers
    Optimizers & Solvers
    
    Convex
    
    Global
  - Graphics
  - Performance Evaluation
- Pipes
  Pipes
  - DynaML Pipes
  - Pipes API
  - Scalers & Encoders
  - Model Pipes
  - DynaML Pipes Library
    DynaML Pipes Library
    
    String & File Processing
    
    Feature Processing
    
    Time Series
    
    Workflows on Models
    
    Miscellaneuos
  - Pipes Example
- REPL Examples
  REPL Examples
- Misc. Utilities
  Misc. Utilities
  - Data Transforms
  - `utils` object
License
About Us
DynaML Blog
DynaML Blog
- State of DynaML 2016
- Resources for Beginners
Contributing
Code of Conduct

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