Skip to content

xingyizhou/itheano

BranchesTags
 
 

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

33 Commits

Python

Python

 
 

doc/netdef

doc/netdef

 
 

README.md

README.md

 
 

Repository files navigation

README

This Repository is mainly for deep learning modules based on theano

  • Layer implemented
    1. FC
    2. conv
    3. pool
    4. dropout
    5. elementwiseMul/Sum
    6. BatchNorm
    7. DotProd
    8. Concatenate
    9. Stack (increase the number of sample but keep feature dimension fixed)
    10. ElementwiseScale
    11. SquareDiffCost
    12. MaxMarginCost
    13. BinaryCrossEntropyCost
  • Solver implemented
    1. SGD
    2. SGD with linesearch
  • Activation list
    1. Relu
    2. Sigmoid
    3. BinaryCrossEntropy
    4. Tanh
    5. Softmax
    6. Linear

Contact

About

No description, website, or topics provided.

Resources

Readme
Activity

Stars

0 stars

Watchers

3 watching

Forks

0 forks
Report repository

Releases

No releases published

Packages

No packages published

Languages

  • Python 100.0%