[ENH] Creating a new Bayesian Regressor with PyMC as a backend#358

Merged

fkiraly merged 56 commits intosktime:mainfrom meraldoantonio:pymc_dev

Nov 16, 2024

+585-1

Commits on May 22, 2024

Added pymc as an optional dependency in pyproject.toml
Ubuntu
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Commits on May 23, 2024

Commits on May 24, 2024

Changed MutableData to Data
meraldoantonio
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Commits on May 31, 2024

Fixed typo in pyproject.toml
meraldoantonio
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Commits on Jun 6, 2024

Commits on Jun 13, 2024

Updated experiment to also look into posterior predictive
Meraldo Antonio
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Formatting
Meraldo Antonio
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Commits on Jun 27, 2024

Merge remote-tracking branch 'upstream/main' into pymc_dev
Meraldo Antonio
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Changed the prior for variance to inverse gamma for consisntency with conjugate prior
Meraldo Antonio
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Formatting
Meraldo Antonio
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Commits on Aug 29, 2024

Merge remote-tracking branch 'upstream/main' into pymc_dev
Meraldo Antonio
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Used pymc-marketing prior class, streamlined sampling
Meraldo Antonio
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Modified the notebook to fit with the reworked class
Meraldo Antonio
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Commits on Aug 30, 2024

Updated sampling and notebook
Meraldo Antonio
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removed bayesian.py
Meraldo Antonio
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Renamed module
Meraldo Antonio
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Added self as contributor
Meraldo Antonio
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unlocked pymc version
Meraldo Antonio
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Commits on Sep 27, 2024

Updated notebook for multiple predictors and prior elicitation
Meraldo Antonio
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Allowed multivariate regression and re-training
Meraldo Antonio
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Commits on Oct 4, 2024

Removed notebook from this branch and pull request
Meraldo Antonio
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Removed the dictionary piping syntax and python 3.10 requirements
Meraldo Antonio
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Removed the dictionary piping syntax and python 3.10 requirements
Meraldo Antonio
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Commits on Oct 5, 2024

Commented out graphviz visualization fucntion
Meraldo Antonio
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Locked Arviz version
Meraldo Antonio
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Downgraded scipy version
Meraldo Antonio
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modified scipy version to 1.12 in project toml due to arviz bug
Meraldo Antonio
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Uncommented visualize model
Meraldo Antonio
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Commits on Oct 6, 2024

Removed scipy lock from pyproject toml and added to BayesianLienarRegressor dependencies
Meraldo Antonio
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Commits on Oct 8, 2024

Locked Python and Arviz version
Meraldo Antonio
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Commits on Oct 9, 2024

Added default value of None to prior_config and sampler_config
Meraldo Antonio
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Commits on Oct 10, 2024

Merged main, resolved conflict
Meraldo Antonio
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Locked python version for pymc
Meraldo Antonio
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Commits on Nov 7, 2024

Added examples for get_test_params
Meraldo Antonio
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Merge remote-tracking branch 'upstream/main' into pymc_dev
Meraldo Antonio
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Fixing scipy version
Meraldo Antonio
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Fixing python version to >3.9
Meraldo Antonio
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Fixing python version to >3.10
Meraldo Antonio
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Fixing python version to >=3.10
Meraldo Antonio
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Commits on Nov 16, 2024