Skip to content

numpy

Directory actions

More options

Directory actions

More options

Latest commit

 

History

History
 
 

numpy

Folders and files

NameName
Last commit message
Last commit date

parent directory

..
README.md
README.md
 
 
lab-05-1-logistic_regression.py
lab-05-1-logistic_regression.py
 
 
lab-06-2-softmax_zoo_classifier.py
lab-06-2-softmax_zoo_classifier.py
 
 

README.md

Pure Numpy version of DeepLearningZeroToAll

  • Logistics Regression
  • Softmax Classification
  • Convolution Network
  • Recurrent Neural Network

Other resources

  • minpy

    Minpy is a pure Numpy Interface on the top of MXNet. So it can run on GPUs. It's simple to use by swapping import numpy as np with import minpy.numpy as np

  • Autograd

    Autograd allows automatic gradient computations with Numpy. However, in this repo, there will be no autograd for study purpose.