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mi3nts
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MintsML.jl
https://mi3nts.github.io/MintsML.jl/
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Explore methods for causal discovery / causal inference
#85
john-waczak
opened
11 months ago
0
Add a method to serialize model and run in a container with a RESTful API for deployement.
#84
john-waczak
opened
11 months ago
0
add a pipeline step for applying trained superlearner to dataset to return final predictions
#83
john-waczak
opened
11 months ago
0
add pipeline step for evaluating superlearner results
#82
john-waczak
opened
11 months ago
0
add pipeline step for training a superlearner (i.e. model stack)
#81
john-waczak
opened
11 months ago
0
Add pipeline step for evaluation of all trained individual learners
#80
john-waczak
opened
11 months ago
2
Add a pipeline step for training HPO models from a list of MLJ compatible models.
#79
john-waczak
opened
11 months ago
1
Add a pipeline step for feature exploration / feature engineering
#78
john-waczak
opened
11 months ago
2
add pipeline step for exploratory data analysis
#77
john-waczak
opened
11 months ago
5
add pipeline step for partitioning data into test, train or (test, train, cf)
#76
john-waczak
opened
11 months ago
1
Add additional plot recipes to incorporate uncertainty estimates (via ConformalPrediction, etc...)
#75
john-waczak
closed
11 months ago
1
set up automatic slurm job submissions on europa to run pipeline on our research group datasets after every update to the package
#74
john-waczak
opened
11 months ago
0
add large datasets for analysis to OSN
#73
john-waczak
opened
11 months ago
5
Create plot recipe for confusion matrix with nice labels
#72
john-waczak
closed
11 months ago
1
Set up generic output directory structure for figures, datasets, reports, etc...
#71
john-waczak
opened
11 months ago
1
Set up quarto templates for ML pipeline output reports
#70
john-waczak
opened
11 months ago
0
updated slurm script generation to use job arrays & slurm dependencies
#69
john-waczak
opened
11 months ago
0
create data structure for storing feature names, units, and latex "pretty print" version
#68
john-waczak
opened
11 months ago
5
develop method for Bayesian hyperparameter optimization
#67
john-waczak
opened
11 months ago
0
add in functionality for gaussian process regression and Dr. Lary's "representative subsampling" scheme
#66
john-waczak
opened
11 months ago
1
explore functionality for fitting models within MLFlow
#65
john-waczak
opened
11 months ago
0
add small set of test datasets to be used for regression testing
#64
john-waczak
closed
10 months ago
4
migrate example code from `/scripts` robot team to source
#63
john-waczak
opened
11 months ago
2
Update compat checker and bump julia version for automatic testing
#62
john-waczak
closed
11 months ago
1
CompatHelper: add new compat entry for MLJLinearModels at version 0.9, (keep existing compat)
#61
github-actions[bot]
closed
11 months ago
0
CompatHelper: add new compat entry for MLJDecisionTreeInterface at version 0.3, (keep existing compat)
#60
github-actions[bot]
closed
11 months ago
0
CompatHelper: add new compat entry for DecisionTree at version 0.12, (keep existing compat)
#59
github-actions[bot]
closed
11 months ago
0
CompatHelper: add new compat entry for EvoTrees at version 0.14, (keep existing compat)
#58
github-actions[bot]
closed
11 months ago
0
CompatHelper: add new compat entry for MLJLinearModels at version 0.8, (keep existing compat)
#57
github-actions[bot]
closed
11 months ago
0
CompatHelper: add new compat entry for MLJXGBoostInterface at version 0.3, (keep existing compat)
#56
github-actions[bot]
closed
11 months ago
0
CompatHelper: add new compat entry for EvoTrees at version 0.13, (keep existing compat)
#55
github-actions[bot]
closed
11 months ago
0
CompatHelper: add new compat entry for MLJ at version 0.19, (keep existing compat)
#54
github-actions[bot]
closed
11 months ago
0
CompatHelper: add new compat entry for MLJModels at version 0.16, (keep existing compat)
#53
github-actions[bot]
closed
11 months ago
0
CompatHelper: add new compat entry for JSON at version 0.21, (keep existing compat)
#52
github-actions[bot]
closed
11 months ago
0
CompatHelper: add new compat entry for XGBoost at version 2, (keep existing compat)
#51
github-actions[bot]
closed
11 months ago
0
CompatHelper: add new compat entry for BetaML at version 0.9, (keep existing compat)
#50
github-actions[bot]
closed
11 months ago
0
CompatHelper: add new compat entry for StableRNGs at version 1, (keep existing compat)
#49
github-actions[bot]
closed
11 months ago
0
CompatHelper: add new compat entry for ArgParse at version 1, (keep existing compat)
#48
github-actions[bot]
closed
11 months ago
0
CompatHelper: add new compat entry for EvoTrees at version 0.12, (keep existing compat)
#47
github-actions[bot]
closed
11 months ago
0
CompatHelper: add new compat entry for BetaML at version 0.8, (keep existing compat)
#46
github-actions[bot]
closed
11 months ago
0
CompatHelper: add new compat entry for LightGBM at version 0.6, (keep existing compat)
#45
github-actions[bot]
closed
11 months ago
0
CompatHelper: add new compat entry for MLJMultivariateStatsInterface at version 0.5, (keep existing compat)
#44
github-actions[bot]
closed
11 months ago
0
CompatHelper: add new compat entry for EvoTrees at version 0.11, (keep existing compat)
#43
github-actions[bot]
closed
11 months ago
0
CompatHelper: add new compat entry for Interpolations at version 0.14, (keep existing compat)
#42
github-actions[bot]
closed
11 months ago
0
CompatHelper: add new compat entry for SolarGeometry at version 0.1, (keep existing compat)
#41
github-actions[bot]
closed
11 months ago
0
CompatHelper: add new compat entry for MLJMultivariateStatsInterface at version 0.4, (keep existing compat)
#40
github-actions[bot]
closed
11 months ago
0
CompatHelper: add new compat entry for MultivariateStats at version 0.10, (keep existing compat)
#39
github-actions[bot]
closed
11 months ago
0
CompatHelper: add new compat entry for MLJLinearModels at version 0.7, (keep existing compat)
#38
github-actions[bot]
closed
11 months ago
0
CompatHelper: add new compat entry for BetaML at version 0.7, (keep existing compat)
#37
github-actions[bot]
closed
11 months ago
0
CompatHelper: add new compat entry for MLJLinearModels at version 0.6, (keep existing compat)
#36
github-actions[bot]
closed
11 months ago
0
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