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Commits on Jan 20, 2025

• bug fix: CondIndepParCorr for negative correlation values

  raanan-rohekar

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Commits on Nov 18, 2024

• minor fix

  raanan-rohekar

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Commits on Apr 3, 2024

• draw_pds_tree was added

  raanan-rohekar

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• draw_pds_tree was added

  raanan-rohekar

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Commits on Mar 5, 2024

• caching is removed. Explanation is created each time explain method is called

  raanan-rohekar

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Commits on Feb 18, 2024

• PDS-tree can be created using nodes of interest

  raanan-rohekar

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Commits on Feb 12, 2024

• minor bug fix

  raanan-rohekar

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Commits on Jan 30, 2024

• minor: graph orientation reset was moved into a dedicated method

  raanan-rohekar

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Commits on Jan 7, 2024

• added the option to set explainer to None: the largest potential explanation will be returned as explanation

  raanan-rohekar

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Commits on Dec 19, 2023

• added a reference to the newly added CLEANN algorithm.

  raanan-rohekar

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• Demonstrate how to explain pre-trained Transformer neural networks outcome using the CLEANN algorithm.

  raanan-rohekar

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• Exhaustive search for input tokens that are responsible for a specific token prediction. It is used to create a ground truth for the CLEANN algorithm.

  raanan-rohekar

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Commits on Dec 17, 2023

• CLEANN algorithm described in the paper: Causal Interpretation of Self-Attention in Pre-Trained Transformers, NeurIPS 2023

  raanan-rohekar

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• moved create_pds_tree method out of LearnStructICD class

  raanan-rohekar

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Commits on Dec 12, 2023

• added resize capability to nodes in draw_graph

  raanan-rohekar

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Commits on Dec 10, 2023

• Added a CI-test that uses d-sepration and m-separation graphical criteria.

  raanan-rohekar

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Commits on Nov 26, 2023

• Added cov_to_corr that calculates a correlation matrix from a given covariance matrix

  raanan-rohekar

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Commits on Jun 4, 2023

• updated TS-ICD description

  raanan-rohekar

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Commits on May 9, 2023

• handle special case: nomerical problems

  

  Shami Nisimov

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  Shami Nisimov

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Commits on May 2, 2023

• fix minor bug related to the case in which dataset is set to None, in class 'StatCondIndep'.

  

  Shami Nisimov

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  Shami Nisimov

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Commits on Apr 30, 2023

• changed from np.float/np.int to float/int.

  

  Shami Nisimov

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  Shami Nisimov

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• StatCondIndep: adding option to provider number of records/vars instead of providing dataset.

  

  Shami Nisimov

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  Shami Nisimov

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• Merge branch 'main' of https://github.com/IntelLabs/causality-lab

  raanan-rohekar

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Commits on Jan 2, 2023

• Dev: more precise setup.cfg license and keywords

  guyazran

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• dev: take setup.cfg requirements from requirements.txt

  guyazran

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• bugfix: node labels not initialized with all node values

  guyazran

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• feat: make installable with pip

  guyazran

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• feat: allow size control of PAG render

  guyazran

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• dev: added gitignore file

  guyazran

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• Merge pull request #2 from IntelLabs/fixes_for_clear_demo

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  guyazran

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• Dev: more precise setup.cfg license and keywords

  guyazran

  committed
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• dev: take setup.cfg requirements from requirements.txt

  guyazran

  committed
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Commits on Dec 26, 2022

• bugfix: node labels not initialized with all node values

  guyazran

  committed
  44e348b

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Commits on Dec 18, 2022

• feat: make installable with pip

  guyazran

  committed
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• feat: allow size control of PAG render

  guyazran

  committed
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