TSInterpret - v.0.4.7.

SETS

• Bug in PyTorch model prediction #68
• Added train #67
• Fixes in the generation processes to enable the elimination of class shaplets

Dependencies - Changes Dependencies for Python 3.12. Compatibility

Scientific Software - Peer-reviewed - Python
Published by JHoelli over 1 year ago

TSInterpret -

Minor

• Deleted Print in TSR see #69

Scientific Software - Peer-reviewed - Python
Published by JHoelli almost 2 years ago

TSInterpret - v.0.4.5

TSR:

• Fix in Plot Function for univariate data #56

Native Guide

• Fix in counterfactual swap generator for PyTorch #63

Scientific Software - Peer-reviewed - Python
Published by JHoelli about 2 years ago

TSInterpret - 0.4.4.

TSR:

• Fix in Plot Function for univariate data

Scientific Software - Peer-reviewed - Python
Published by JHoelli about 2 years ago

TSInterpret - v.0.4.3

LEFTIST:
- Fix in Heatmap generation from component importance #59

NativeGuide: - Fixed Name Inconsistencies in Default Param #58

Scientific Software - Peer-reviewed - Python
Published by JHoelli over 2 years ago

TSInterpret - v.0.4.2

Minor :

• Readme.md
• setup.py - h5py compatible for python > 3.10

SETS :

• First Release of TF-Version of "Shapelet-Based Counterfactuals for Multivariate Time Series" [1]

[1] Bahri, Omar, Soukaina Filali Boubrahimi, and Shah Muhammad Hamdi. "Shapelet-based counterfactual explanations for multivariate time series." arXiv preprint arXiv:2208.10462 (2022).

Contributors:

@belaboe97

Acknowledgement We would like to thank Omar Bahri (@omarbahri) for letting us base this implementation on his original code https://github.com/omarbahri/SETS.

Scientific Software - Peer-reviewed - Python
Published by JHoelli over 2 years ago

TSInterpret - v.0.4.1

Scientific Software - Peer-reviewed - Python
Published by JHoelli over 2 years ago

TSInterpret - v.0.4.0

Multivariate Data, Resolved Shaping Issue #44 for:

• TSEvo
• COMTE
• TSR

Scientific Software - Peer-reviewed - Python
Published by JHoelli over 2 years ago

TSInterpret - v.0.3.4

Minor Fixes:

• Improved Error Handling for TSR #39
• .plot takes figsize-argument into account #40
• Improved Error Handeling for Native Guide #38

Scientific Software - Peer-reviewed - Python
Published by JHoelli almost 3 years ago

TSInterpret - v.0.3.3

COMTE:

• Changed naming from AtesCF to COMTECF
• Eliminated MLrose dependency

TSR:

• opening up the masking parameters with **kwargs

NativeGuide - minor in subarray NUN_CF

Scientific Software - Peer-reviewed - Python
Published by JHoelli almost 3 years ago

TSInterpret - v0.3.2

Minor

• Eliminated MLRose Dependency --> rely on self install until a new release has been published
• TSEvo: Support for y as int
• NativeGuide: Support for Vanishing Gradients

Scientific Software - Peer-reviewed - Python
Published by JHoelli almost 3 years ago

TSInterpret - v.0.3.1

Minor

LEFTIST:

• Unified Input Format of .explain

Scientific Software - Peer-reviewed - Python
Published by JHoelli almost 3 years ago

TSInterpret - v.0.3.0

Minor

NunCF: - eliminated unnecessary parameter shape - eliminates error handling for Hook already registered

Scientific Software - Peer-reviewed - Python
Published by JHoelli almost 3 years ago

TSInterpret - v.0.2.9

Minor

• LEFTIST moved Parameters to Init

Scientific Software - Peer-reviewed - Python
Published by JHoelli almost 3 years ago

TSInterpret -

Minor Fixes:

• Consistent Parameters Names in CF Approaches
• Minor in CF Plot

Scientific Software - Peer-reviewed - Python
Published by JHoelli almost 3 years ago

TSInterpret - v0.2.7

Minor

• TSEvo: Competability with LSTM Shaping in PyTorch

Scientific Software - Peer-reviewed - Python
Published by JHoelli almost 3 years ago

TSInterpret - v0.2.6

Minor:

• Fixed Shaping in TSR
• Updated Notebooks for TSR

Scientific Software - Peer-reviewed - Python
Published by JHoelli almost 3 years ago

TSInterpret - v.0.2.5

Minor Fixes:

• In univariate TSR for LSTM
• Moved Parameter Setting of TSEvo to Class Init for consistency

Scientific Software - Peer-reviewed - Python
Published by JHoelli almost 3 years ago

TSInterpret - v.0.2.4

Minor Fixes for more Flexibility in PyTorch - Added TSR as Parameter to Object Init of TSR - Removed some type fixations

Scientific Software - Peer-reviewed - Python
Published by JHoelli almost 3 years ago

TSInterpret - v.0.2.3

Scientific Software - Peer-reviewed - Python
Published by JHoelli about 3 years ago

TSInterpret - v0.2.2

Scientific Software - Peer-reviewed - Python
Published by JHoelli about 3 years ago

TSInterpret - v.0.2.1

Scientific Software - Peer-reviewed - Python
Published by JHoelli about 3 years ago

TSInterpret - v.0.2.0

Scientific Software - Peer-reviewed - Python
Published by JHoelli about 3 years ago

TSInterpret - v.0.1.3

Scientific Software - Peer-reviewed - Python
Published by JHoelli about 3 years ago

TSInterpret - v.0.1.2

Scientific Software - Peer-reviewed - Python
Published by JHoelli about 3 years ago

TSInterpret - v.0.1.1

Scientific Software - Peer-reviewed - Python
Published by JHoelli about 3 years ago

TSInterpret - v.0.1.0

Scientific Software - Peer-reviewed - Python
Published by JHoelli over 3 years ago

TSInterpret - v.0.0.14

Added TSEvo unified output of TSR.

Scientific Software - Peer-reviewed - Python
Published by JHoelli over 3 years ago

TSInterpret - v.0.0.134

Scientific Software - Peer-reviewed - Python
Published by JHoelli over 3 years ago

TSInterpret - v.0.0.133

Scientific Software - Peer-reviewed - Python
Published by JHoelli over 3 years ago

TSInterpret - v.0.0.132

Scientific Software - Peer-reviewed - Python
Published by JHoelli over 3 years ago

TSInterpret - v.0.0.131

Scientific Software - Peer-reviewed - Python
Published by JHoelli over 3 years ago

TSInterpret -

Scientific Software - Peer-reviewed - Python
Published by JHoelli almost 4 years ago