mi3nts MintsML.jl issues

mi3nts / 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