dscolby CausalELM.jl issues

dscolby / CausalELM.jl

Taking causal inference to the extreme!

https://dscolby.github.io/CausalELM.jl/

MIT License

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CausalELM v0.7.0

#75 dscolby closed 1 week ago
3
Change how the perturbations are calculated to test the counterfactual consistency assumption

#74 dscolby closed 1 week ago
3
Make 50 the default number of ELMs

#73 dscolby closed 1 week ago
1
Make swish the default activation function

#72 dscolby closed 1 week ago
1
Make probabilistic predictions for binary outcomes

#71 dscolby closed 1 week ago
1
Fix R-learning

#70 dscolby closed 1 week ago
1
Change default number of features

#69 dscolby closed 2 weeks ago
1
Remove the W argument

#68 dscolby closed 2 weeks ago
1
Implement Bagging

#67 dscolby closed 2 weeks ago
1
Development

#66 dscolby closed 1 week ago
1
Make inference option in summarize methods

#65 dscolby closed 3 weeks ago
1
Updated release notes

#64 dscolby closed 3 weeks ago
0
Replaced cross validation with log heuristic to select number of neurons

#63 dscolby closed 3 weeks ago
0
Set a heuristic for deciding on the best number of neurons

#62 dscolby closed 3 weeks ago
1
CausalELM v0.6

#61 dscolby closed 3 weeks ago
3
Added a few more tests

#60 dscolby closed 3 weeks ago
0
Refactor

#59 dscolby closed 3 weeks ago
0
Refactor

#58 dscolby closed 3 weeks ago
1
Automatic JuliaFormatter.jl run

#57 github-actions[bot] closed 4 weeks ago
0
Automatic JuliaFormatter.jl run

#56 github-actions[bot] closed 4 weeks ago
0
Infer whether a model should use regression or classification

#55 dscolby closed 4 weeks ago
1
Automatic JuliaFormatter.jl run

#54 github-actions[bot] closed 4 weeks ago
0
Automatic JuliaFormatter.jl run

#53 github-actions[bot] closed 4 weeks ago
0
Fix ATT estimation for G-computation

#52 dscolby closed 4 weeks ago
1
Automatic JuliaFormatter.jl run

#51 github-actions[bot] closed 4 weeks ago
0
Automatic JuliaFormatter.jl run

#50 github-actions[bot] closed 1 month ago
0
Automatic JuliaFormatter.jl run

#49 github-actions[bot] closed 1 month ago
0
Automatic JuliaFormatter.jl run

#48 github-actions[bot] closed 1 month ago
0
Add doctests

#47 dscolby closed 1 month ago
1
Changed approach to counterfactual consistency sensitivity check

#46 dscolby closed 1 month ago
0
Refactor GComputation, SLearner, DoubleMachineLearner, and RLearner

#45 dscolby closed 3 weeks ago
4
Update Docstrings

#44 dscolby closed 4 weeks ago
4
Fix convergence in extreme learning machines

#43 dscolby closed 2 months ago
2
Fix sample splitting and cross fitting for doubly robust estimation

#42 dscolby closed 2 months ago
1
Update information about estimator treatment and outcome variable types

#41 dscolby closed 2 months ago
1
Mild refactoring

#40 dscolby closed 3 months ago
1
Add W argument

#39 dscolby closed 2 months ago
2
Make probability predictions for multiclass classification

#38 dscolby closed 2 months ago
3
Add support for GPUs

#37 dscolby opened 3 months ago
0
Make sigmoid layer for binary classifiers

#36 dscolby closed 2 months ago
2
Remove estimate_causal_effect! from constructor docstrings

#35 dscolby closed 3 months ago
1
Give better explanation for double machine learning in documentation

#34 dscolby closed 2 months ago
1
Make counterfactual_consistency work for discrete outcomes

#33 dscolby closed 1 month ago
2
Interpretations for Validation

#32 dscolby opened 4 months ago
0
Doubly Robust Estimation

#31 dscolby closed 3 months ago
1
Add doctests

#30 dscolby closed 2 months ago
1
CausalELM v0.5.1

#29 dscolby closed 6 months ago
1
CausalELM v0.5

#28 dscolby closed 6 months ago
4
CausalELM v0.4.0

#27 dscolby closed 6 months ago
2
Add confidence intervals to E-values

#26 dscolby closed 6 months ago
2