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Theano 1.0 Document
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scalar – Symbolic Scalar Types, Ops [doc TODO]
来源:deeplearning
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2020-04-11 10:18:26
scalar – Symbolic Scalar Types, Ops [doc TODO]
scalar – Symbolic Scalar Types, Ops [doc TODO]
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Welcome
Release Notes
Theano at a Glance
Requirements
Installing Theano
Updating Theano
Tutorial
Python tutorial
NumPy refresher
Baby Steps - Algebra
More Examples
Derivatives in Theano
Conditions
Loop
How Shape Information is Handled by Theano
Broadcasting
Sparse
Using the GPU
Using multiple GPUs
Convolution arithmetic tutorial
Configuration Settings and Compiling Modes
Printing/Drawing Theano graphs
Debugging Theano: FAQ and Troubleshooting
Dealing with NaNs
Profiling Theano function
Loading and Saving
Understanding Memory Aliasing for Speed and Correctness
Python Memory Management
Multi cores support in Theano
Frequently Asked Questions
Extending Theano
Creating a new Op: Python implementation
Extending Theano with a C Op
Writing an Op to work on an ndarray in C
Overview of the compilation pipeline
Theano vs. C
Graph Structures
Making the double type
Making arithmetic Ops on double
Views and inplace operations
Implementing some specific Ops
Implementing double in C
Implementing the arithmetic Ops in C
Using Op params
Extending Theano with a GPU Op
Graph optimization
Tips
Unit Testing
Developper documentation for Scan
Extending Theano: FAQ and Troubleshooting
Developer Start Guide
Optimizations
API Documentation
compile – Transforming Expression Graphs to Functions
shared - defines theano.shared
function - defines theano.function
io - defines theano.function [TODO]
ops – Some Common Ops and extra Ops stuff
mode – controlling compilation
debugmode
nanguardmode
config – Theano Configuration
d3viz – d3viz: Interactive visualization of Theano compute graphs
gof – Theano Internals [doc TODO]
graph – Interface for the Theano graph
fg – Graph Container [doc TODO]
toolbox – [doc TODO]
type – Interface for types of variables
theano.gof.params_type – Wrapper class for op params
utils – Utilities functions operating on the graph
gpuarray – The (new) GPU backend
List of gpuarray Ops implemented
theano.gpuarray.dnn – cuDNN
theano.gpuarray.fft – Fast Fourier Transforms
theano.gpuarray.type – Type classes
Utility functions
theano.gpuarray.ctc – Connectionist Temporal Classification (CTC) loss
gradient – Symbolic Differentiation
misc.pkl_utils - Tools for serialization.
printing – Graph Printing and Symbolic Print Statement
sandbox – Experimental Code
sandbox.linalg – Linear Algebra Ops
sandbox.neighbours – Neighbours Ops
sandbox.rng_mrg – MRG random number generator
scalar – Symbolic Scalar Types, Ops [doc TODO]
scan – Looping in Theano
sparse – Symbolic Sparse Matrices
sparse.sandbox – Sparse Op Sandbox
tensor – Types and Ops for Symbolic numpy
Basic Tensor Functionality
nnet – Ops related to neural networks
raw_random – Low-level random numbers
shared_randomstreams – Friendly random numbers
signal – Signal Processing
tensor.utils – Tensor Utils
tensor.elemwise – Tensor Elemwise
tensor.extra_ops – Tensor Extra Ops
tensor.io – Tensor IO Ops
tensor.opt – Tensor Optimizations
tensor.slinalg – Linear Algebra Ops Using Scipy
tensor.nlinalg – Linear Algebra Ops Using Numpy
tensor.fft – Fast Fourier Transforms
typed_list – Typed List
tests – Tests
Troubleshooting
Glossary
Links
Internal Documentation
Release
Developer Start Guide MOVED!
Documentation Documentation AKA Meta-Documentation
Python booster
How to make a release
Acknowledgements
LICENSE
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