MAChineLearning Change Log

1.0.5

Minor changes:

• Fixed bug in MLWordVectorDictionary.
• Fixed nullability warnings.
• Fixed failing unit test.

1.0.4

Minor changes to MLWordVectorDictionary:

• Added backup and restore.
• Added add and remove of words.
• Added support for words that include no-break spaces.

1.0.3

Minor changes:

• Improved memory consumption of MLWordVectorDictionary.
• Added generics and nullability annotations.

1.0.2

Minor changes:

• Added sentence vectorization in MLWordVectorDictionary
• Improved memory consumption of MLWordVectorDictionary

1.0.1

Minor changes:

• Fixed bugs with fastText word vector dictionary loading
• Added unit test for fastText word vectors

1.0

Major changes:

• Added support for Word Vectors
• Added support for resilient backpropagation (RPROP)
• Added support for cross entropy cost function
• Added support for rectified linear units (ReLU)
• Added full MNIST example

Minor changes:

• Added ML prefix to all classes
• Changed implementation of bias:
  • Networks saved with previous version now are incompatible
• Changed implementation of Bag of Words:
  • Now the dictionary is a specialized object, MLWordDictionary
• Improved unit tests
• Improved, updated and revised README
• Distributed via CocoaPods

0.x

First public release.