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Improve documentation and introduce simple synthetic examples #4

Merged
merged 35 commits into from
Dec 3, 2023
Merged

Improve documentation and introduce simple synthetic examples #4

merged 35 commits into from
Dec 3, 2023

Commits on Nov 29, 2023

  1. plot_evals can now order x-axis with arbitrary fn

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  2. improve langauge in static designs docs

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  3. fix incorrect eqn in static designs filtration

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  4. add simple ex for static designs

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  5. synthetic data for generative design

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  6. use scientific types

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  7. progress on simple generative tutorial

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  8. use Friedman sample nonlinear data for SimpleGeneraive

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  9. ceed suggesting empty set with valid input

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  10. use scikit classification data; still suggesting empty set

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  11. finish text for SimpleStatic and add descriptive comments to SimpleGe… 

    …nerative
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  12. Fix plot_front and fix tutorial 

    Remove the condition on the maximum design cost in `plot_front`.

Fix `SimpleGenerative.jl` tutorial.
    @thevolatilebit @slwu89
    thevolatilebit authored and slwu89 committed Nov 29, 2023
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  13. SimpleGenerative order exp costs by uncertainty for continuous y

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  14. update for #3

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  15. regenerate SimpleGenerative examples

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  16. text for SimpleStatic

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  17. use Copulas.jl

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  18. update tutorials for Mahalanobis distance

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  19. figures for hist data and state for generative tutorial

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  20. figure for actions; run formatter

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Commits on Nov 30, 2023

  1. finalize theory part of generative tutorial

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  2. text for synthetic example on continuous y

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  3. better text in simple tutorials

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  4. test build

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Commits on Dec 1, 2023

  1. Added deps to docs/Project.toml

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    thevolatilebit committed Dec 1, 2023
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  2. Trim output

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  3. consolidate information across tutorials, reduce image sizes

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    slwu89 committed Dec 1, 2023
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  4. Fixed signature

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  5. Added minor adjustments to SimpleStatic

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Commits on Dec 2, 2023

  1. Added minor changes to SimpleGenerative

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  2. Added minor changes to tutorials

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    thevolatilebit committed Dec 2, 2023
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  3. Fixing tutorials.

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  4. Fixing QuadraticDistance and uncertainties 

    Optimizes code in `distancebased.jl`.

Changes the way that an "uncertainty" is provided. That is,
while "distances" and "similarities" are provided by a user through
 a function call, an "uncertainty" was originally given as a type.

Fixes #13
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Commits on Dec 3, 2023

  1. Fixed Mahalanobis distance, tutorials (#12) 

    - Implemented a variant of sq. Mahalanobis distance
with missing entries, see https://www.jstor.org/stable/3559861
on page 285, fixes #12
- Renamed `MahalanobisDistance` to `SquaredMahalanobisDistance`
- Minor adjustments to tutorials
- Removed extra dependencies
- Incremented version

Fixes #11 and #12
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  2. Added minor changes to SimpleGenerative

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