Skip to content

Releases: dscolby/CausalELM.jl

v0.8.0+docs

17 Dec 03:31
Compare
Choose a tag to compare
CausalELM v0.8.0+docs

v0.8.0

17 Dec 02:47
Compare
Choose a tag to compare

CausalELM v0.8.0

Diff since v0.7.0

Merged pull requests:

Closed issues:

  • Add support for GPUs (#37)
  • CausalELM v0.7.0 (#75)
  • Add the marginal effect or the constant marginal effect (#76)
  • Parallelize Randomization Inference (#77)
  • Implement Confidence Intervals (#78)
  • Inline Computationally Expensive Functions in Loops (#79)
  • Extend Propensity Score-based Models to Allow Continuous Treatments (#80)
  • Causal Mediation Analysis? (#81)

v0.7.0

06 Jul 00:29
0e490c5
Compare
Choose a tag to compare

CausalELM v0.7.0

Diff since v0.6.0

Merged pull requests:

Closed issues:

  • CausalELM v0.6 (#61)
  • Set a heuristic for deciding on the best number of neurons (#62)
  • Make inference option in summarize methods (#65)
  • Implement Bagging (#67)
  • Remove the W argument (#68)
  • Change default number of features (#69)
  • Fix R-learning (#70)
  • Make probabilistic predictions for binary outcomes (#71)
  • Make swish the default activation function (#72)
  • Make 50 the default number of ELMs (#73)
  • Change how the perturbations are calculated to test the counterfactual consistency assumption (#74)

v0.6.0

18 Jun 06:19
Compare
Choose a tag to compare

CausalELM v0.6.0

Diff since v0.5.1

Merged pull requests:

Closed issues:

  • Make better looking documentation (#21)
  • CausalELM v0.5.1 (#29)
  • Doubly Robust Estimation (#31)
  • Make counterfactual_consistency work for discrete outcomes (#33)
  • Give better explanation for double machine learning in documentation (#34)
  • Remove estimate_causal_effect! from constructor docstrings (#35)
  • Make sigmoid layer for binary classifiers (#36)
  • Add W argument (#39)
  • Mild refactoring (#40)
  • Update information about estimator treatment and outcome variable types (#41)
  • Fix sample splitting and cross fitting for doubly robust estimation (#42)
  • Fix convergence in extreme learning machines (#43)
  • Update Docstrings (#44)
  • Refactor GComputation, SLearner, DoubleMachineLearner, and RLearner (#45)
  • Add doctests (#47)
  • Fix ATT estimation for G-computation (#52)
  • Infer whether a model should use regression or classification (#55)

v0.5.1

16 Jan 01:36
Compare
Choose a tag to compare
v0.5.1+docs

Updated index

v0.5.1

16 Jan 01:10
Compare
Choose a tag to compare

CausalELM v0.5.1

Diff since v0.5.0

v0.5.0

14 Jan 06:49
Compare
Choose a tag to compare
Changed version to v0.5.0

v0.4.0+docs

06 Jan 19:05
Compare
Choose a tag to compare
Added mkdocs.yml

v0.3+theme

26 Nov 04:20
Compare
Choose a tag to compare
Updated documentation theme

v0.3 with updated documentation

26 Nov 03:06
Compare
Choose a tag to compare
v0.3+docs

Updated documentation