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Releases: msuzen/looper

Review, Thesis, causal ML papers

22 Jun 15:43
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  • New Sections:
    • Thesis: Causal Representation learning and point process.
    • Review: Imbens's review.
  • Conference update: LLMs are causal parrots.
  • ML papers: Causal bandits, causal treatment outcome prediction.

Software sub-section, logo, other updates.

05 Mar 03:47
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  • New books: Chernozhukov et. al. (2024), Hurwitz-Thompson (2023).
  • Logo: Penrose meets Pearl.
  • Nobel Memorial Prize 2021, Laureates names.
  • Datasets Hunninton-Klein R package.
  • Software section clean-up: Sub-sections.
  • Additional conference links.
  • Simpson's paradox section updates.
  • MOOC; mixsessions.io Course material.

Causal discovery additions & IV & H-Theorem

05 Dec 17:41
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Causal discovery additions & IV & H-Theorem

  • Causal discovery additions: Huber, Blondel , Spirtes
  • Instrumental Variable (IV) chapter.
  • H-Theorem do-conjecture.

v0.2.8

14 Sep 20:18
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  • Nuggets started: A new section for resource list.

  • New books (Huber, Forré-Mooij), additional links to existing ones.

  • Papers on: Review of Simpson's Paradox discovery, twin-deep networks in causality, axiomatic formation paper.

  • New software updates: pymc introducing do-operator.

New books & theory

02 Jun 17:09
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  • New books
  • Theory papers: Measure theoretic.

Editor's selection, new packages and Physics

13 Jan 20:12
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  • A new section, featuring Editor's selections.
  • New Python packages.
  • Physics Causal Set Theory papers.
  • Game theory paper.
  • And additions.

Software updates, academics sections, discovery works

27 Jul 20:41
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  • Software: MS research and AWS updates, CRAN task view.
  • New Academics section.
  • New talks
  • Combinatorial discovery.
  • JP new papers.
  • paper updates

New Books, fairness, deep learning, Imbens/Pearl debate

18 Apr 14:42
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  • New books: JP's collected works, Huntington-Klein
  • Fairness survey.
  • PO/DAG comparisons
  • Discovery toolbox

causal discovery, JP notes, Python packages.

12 Oct 07:50
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  • Nobel 2021 scientific summary.
  • JP on potential outcomes.
  • EconML, UpliftML python.
  • Pearl 2017 re-print.
  • Rubin 2005 paper.
  • Minor format, Gelman follow ups.

release Holland, time-like curves, new software packages

10 Jul 17:39
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  • Holland's paper.
  • physics: time-like curves.
  • dowhy package.
  • R package
  • Simpson's paradox and blog posts dedicated section.
  • Gelman blog.
  • Minor fix links/toc