Code-MonkeyZhang/miniflow
miniflow is a deep learning framework built from scratch using Python and NumPy, mimicking the TensorFlow API format.
Python
Issues
- 0
try SGD
#49 opened - 0
- 0
need to add output shape for each layer
#45 opened - 0
input shape needs auto assign
#44 opened - 1
We Need CNN !
#43 opened - 1
Add He Initialization method
#41 opened - 1
Need a model.summary() function
#38 opened - 1
Refine One Hot encoding method
#37 opened - 0
Try extended Mnist Data set
#36 opened - 0
Add Batch Normalization
#35 opened - 0
- 0
- 1
Need some small features
#32 opened - 0
Need a function to ouput current weights
#30 opened - 0
Add Gradient Check
#29 opened - 0
Add regularzation terms
#28 opened - 1
Try Adam optimizer
#27 opened - 0
Need to untrack .idea folder in Git
#26 opened - 1
- 1
Bug occur when adding a new relu layer
#22 opened - 1
Batch Size config Needed
#21 opened - 0
Batch Size config Needed
#20 opened - 0
L2 Reguralization & Drop out
#19 opened - 0
- 2
- 0
Need to write Readme
#15 opened - 1
- 2
- 0
Need a progress bar for training
#9 opened - 1
Need Backprop for Learning
#5 opened - 0
Test on Minst data sets
#3 opened - 0