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dscolby
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CausalELM.jl
Taking causal inference to the extreme!
https://dscolby.github.io/CausalELM.jl/
MIT License
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Parallelize Randomization Inference
#77
dscolby
opened
2 weeks ago
0
Add the marginal effect or the constant marginal effect
#76
juandavidgutier
opened
1 month ago
4
CausalELM v0.7.0
#75
dscolby
closed
3 months ago
3
Change how the perturbations are calculated to test the counterfactual consistency assumption
#74
dscolby
closed
3 months ago
3
Make 50 the default number of ELMs
#73
dscolby
closed
3 months ago
1
Make swish the default activation function
#72
dscolby
closed
3 months ago
1
Make probabilistic predictions for binary outcomes
#71
dscolby
closed
3 months ago
1
Fix R-learning
#70
dscolby
closed
3 months ago
1
Change default number of features
#69
dscolby
closed
3 months ago
1
Remove the W argument
#68
dscolby
closed
3 months ago
1
Implement Bagging
#67
dscolby
closed
4 months ago
1
Development
#66
dscolby
closed
3 months ago
1
Make inference option in summarize methods
#65
dscolby
closed
4 months ago
1
Updated release notes
#64
dscolby
closed
4 months ago
0
Replaced cross validation with log heuristic to select number of neurons
#63
dscolby
closed
4 months ago
0
Set a heuristic for deciding on the best number of neurons
#62
dscolby
closed
4 months ago
1
CausalELM v0.6
#61
dscolby
closed
4 months ago
3
Added a few more tests
#60
dscolby
closed
4 months ago
0
Refactor
#59
dscolby
closed
4 months ago
0
Refactor
#58
dscolby
closed
4 months ago
1
Automatic JuliaFormatter.jl run
#57
github-actions[bot]
closed
4 months ago
0
Automatic JuliaFormatter.jl run
#56
github-actions[bot]
closed
4 months ago
0
Infer whether a model should use regression or classification
#55
dscolby
closed
4 months ago
1
Automatic JuliaFormatter.jl run
#54
github-actions[bot]
closed
4 months ago
0
Automatic JuliaFormatter.jl run
#53
github-actions[bot]
closed
4 months ago
0
Fix ATT estimation for G-computation
#52
dscolby
closed
4 months ago
1
Automatic JuliaFormatter.jl run
#51
github-actions[bot]
closed
4 months ago
0
Automatic JuliaFormatter.jl run
#50
github-actions[bot]
closed
4 months ago
0
Automatic JuliaFormatter.jl run
#49
github-actions[bot]
closed
4 months ago
0
Automatic JuliaFormatter.jl run
#48
github-actions[bot]
closed
4 months ago
0
Add doctests
#47
dscolby
closed
4 months ago
1
Changed approach to counterfactual consistency sensitivity check
#46
dscolby
closed
4 months ago
0
Refactor GComputation, SLearner, DoubleMachineLearner, and RLearner
#45
dscolby
closed
4 months ago
4
Update Docstrings
#44
dscolby
closed
4 months ago
4
Fix convergence in extreme learning machines
#43
dscolby
closed
5 months ago
2
Fix sample splitting and cross fitting for doubly robust estimation
#42
dscolby
closed
5 months ago
1
Update information about estimator treatment and outcome variable types
#41
dscolby
closed
5 months ago
1
Mild refactoring
#40
dscolby
closed
7 months ago
1
Add W argument
#39
dscolby
closed
5 months ago
2
Make probability predictions for multiclass classification
#38
dscolby
closed
6 months ago
3
Add support for GPUs
#37
dscolby
opened
7 months ago
0
Make sigmoid layer for binary classifiers
#36
dscolby
closed
6 months ago
2
Remove estimate_causal_effect! from constructor docstrings
#35
dscolby
closed
7 months ago
1
Give better explanation for double machine learning in documentation
#34
dscolby
closed
5 months ago
1
Make counterfactual_consistency work for discrete outcomes
#33
dscolby
closed
4 months ago
2
Interpretations for Validation
#32
dscolby
opened
8 months ago
0
Doubly Robust Estimation
#31
dscolby
closed
7 months ago
1
Add doctests
#30
dscolby
closed
5 months ago
1
CausalELM v0.5.1
#29
dscolby
closed
9 months ago
1
CausalELM v0.5
#28
dscolby
closed
9 months ago
4
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