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Increase reproducibility and control stochasticity #106

Merged
merged 30 commits into from
Oct 31, 2023
Merged

Increase reproducibility and control stochasticity #106

merged 30 commits into from
Oct 31, 2023

Commits on Oct 23, 2023

  1. removed trailing white space

    @jgh9094
    jgh9094 committed Oct 23, 2023
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  2. removed trailing white space

    @jgh9094
    jgh9094 committed Oct 23, 2023
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  3. removed trailing white space

    @jgh9094
    jgh9094 committed Oct 23, 2023
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  4. removed trailing white space

    @jgh9094
    jgh9094 committed Oct 23, 2023
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  5. added numpy generator code taht will be passed through Trial class

    @jgh9094
    jgh9094 committed Oct 23, 2023
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  6. removed trailing white space

    @jgh9094
    jgh9094 committed Oct 23, 2023
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Commits on Oct 25, 2023

  1. Merge branch 'dev' of github.com:jgh9094/tpot2 into reproducibility-rng 

    Merging Pedro's fix on the mutation/crossover variations applied to the pop.
    @jgh9094
    jgh9094 committed Oct 25, 2023
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Commits on Oct 30, 2023

  1. added random state where needed, along with other params needed to be… 

    … passed to models
    @jgh9094
    jgh9094 committed Oct 30, 2023
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  2. passed rng to other classes that need it: population, mutation stuff,… 

    … etc.
    @jgh9094
    jgh9094 committed Oct 30, 2023
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  3. added rng as parameter to functions that rely on stochasticity

    @jgh9094
    jgh9094 committed Oct 30, 2023
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  4. added rng to control random events

    @jgh9094
    jgh9094 committed Oct 30, 2023
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  5. extra params to pass to model instantiations

    @jgh9094
    jgh9094 committed Oct 30, 2023
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  6. added random_state into cv splitter to change, passed rng to required… 

    … classes
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  7. made variation operator functions have rng by defualt

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  8. added rng to control random individual generated

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    jgh9094 committed Oct 30, 2023
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  9. passed rng to mutation/crossover functions and things that use random

    @jgh9094
    jgh9094 committed Oct 30, 2023
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  10. passed rng to functions and things that use random to get nodes randomly

    @jgh9094
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  11. passed rng to control mutations/crossover and initial set generation

    @jgh9094
    jgh9094 committed Oct 30, 2023
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  12. added rng stuff to control stochasticity

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    jgh9094 committed Oct 30, 2023
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  13. added rng control for functions that vary offspring

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    jgh9094 committed Oct 30, 2023
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  14. added rng control and random state for cv gen

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Commits on Oct 31, 2023

  1. cleaned up and defaulted random_state to None

    @jgh9094
    jgh9094 committed Oct 31, 2023
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  2. cleaned up and defaulted random_state to None

    @jgh9094
    jgh9094 committed Oct 31, 2023
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  3. typo fix

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    jgh9094 committed Oct 31, 2023
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  4. cleaned up and defaulted rng_ to None

    @jgh9094
    jgh9094 committed Oct 31, 2023
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  5. cleaned up and defaulted random_state,cv to None

    @jgh9094
    jgh9094 committed Oct 31, 2023
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  6. cleaned up and defaulted rng_ to None

    @jgh9094
    jgh9094 committed Oct 31, 2023
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  7. cleaned up and defaulted rng_ to None

    @jgh9094
    jgh9094 committed Oct 31, 2023
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  8. cleaned up and defaulted rng_ to None

    @jgh9094
    jgh9094 committed Oct 31, 2023
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  9. removed unused import

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    jgh9094 committed Oct 31, 2023
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