Veles
Distributed platform for rapid Deep learning application development
Released under Apache 2.0 license. Copyright © Samsung Electronics Co., Ltd., 2013-2015.
The Neural Network engine, a plugin for Veles.
Neural Network engine for Veles distributed machine learning platform
Released under Apache 2.0 license. Copyright © Samsung Electronics Co., Ltd., 2013-2015.
The Neural Network engine, a plugin for Veles.
Pylint currently has 1000 lines limit before it starts to complain. We hit it with standard_workflow.py which is nearly 2000 lines. We need to split it into several files and increase the limit at the same time.
Currently unit's name is class name by default and workflow[name] returns list with units with one name. Need to add unique unit's name by default in standard workflow.
Data is in a new format after refactoring preparation_imagenet, so we need to fix loader in ImagenetAE. And plotters does not work at fine tuning stage.
Mnist RBM workflow needs decision and evaluator for correct work
Remove "none" suffix if there is no samples in some sets (test, validation, train). Add "test" results to the suffix
Currently Dropout processes train and validation sets. Need to fix Dropout to process just train set.
We've not checked how it works since ages. Apparently, it is currently broken. We need to fix it to use in our internal project.
Confusion matrix plotter works only for softmax loss function
Dear friends,
I could not find an implementation of convolutional layer with different weights for each pixel.
This is crucial for our application.
https://code.google.com/p/cuda-convnet/wiki/LayerParams#Locally-connected_layer_with_unshared_weights
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