VERSION.md

Version 1.10.0

Spring cleaning release in preparation of iNNvestigate 2.0:

• switch setup to Poetry
• adopt src layout
• move tests to separate tests folder
• format code with Black
• update dependencies to Python 3.7, TF 1.15 and Keras 2.3
• setup tox

Backwards compatibility breaking changes:

• remove DeepLIFT

Version 1.0.9

• BatchNormalization Layer compatible with LRP
• EmbeddingLayer support
• new Alpha-Beta-LRP-rules

Additionally various PR were merged and bugs fixed, for details see PR #222

Version 1.0.8

Bugfixes, increased code coverage, CI.

Version 1.0.7

Add Python 2 compatibility again.

Bugfixes.

Version 1.0.6

• Add beta version of DeepLIFT (as in Ancona et.al.) and wrapper for DeepLIFT package.
• Updating readme and bugfixes.

Version 1.0.5

Treat IntegratedGradients as attribution method and bugfixes.

Version 1.0.1-1.0.4

Added the following functionality:

• Additional notebooks.
• Analyzers: Input*Gradient
• Added parameter to choose between plain, abs, square gradient in Gradient analyzer.
• New interface via register-methods in analyzer base code.
• Many fixes.
• Support for read-the-docs documentation.

Version 1.0.0

Includes the following functionality:

• Analyzers: Gradient, SmoothGrad, IntegratedGradients, PatternNet, PatternAttribution, LRP, DeepTaylor, Input, Random.
• Pattern computer.