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Isolation Forest Implementation #130

Merged
merged 14 commits into from
Oct 29, 2024
Merged

Isolation Forest Implementation #130

merged 14 commits into from
Oct 29, 2024

Commits on Oct 25, 2024

  1. init impl

    @shenxiangzhuang
    shenxiangzhuang committed Oct 25, 2024
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  2. sklearn example: fail

    @shenxiangzhuang
    shenxiangzhuang committed Oct 25, 2024
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  3. sklearn example: pass

    @shenxiangzhuang
    shenxiangzhuang committed Oct 25, 2024
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  4. fix: max_height

    @shenxiangzhuang
    shenxiangzhuang committed Oct 25, 2024
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  5. fix: max_height

    @shenxiangzhuang
    shenxiangzhuang committed Oct 25, 2024
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  6. Update toyml/ensemble/iforest.py 

    Co-authored-by: coderabbitai[bot] <136622811+coderabbitai[bot]@users.noreply.github.com>
    @shenxiangzhuang @coderabbitai
    shenxiangzhuang and coderabbitai[bot] authored Oct 25, 2024
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Commits on Oct 26, 2024

  1. fix: random state

    @shenxiangzhuang
    shenxiangzhuang committed Oct 26, 2024
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Commits on Oct 27, 2024

  1. fix: random shuffle

    @shenxiangzhuang
    shenxiangzhuang committed Oct 27, 2024
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  2. fix: leaf node return edge length 0

    @shenxiangzhuang
    shenxiangzhuang committed Oct 27, 2024
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  3. fix: The max_height min value should be 0 rather than 1; the bst_expe… 

    …ct_length should be 1 when n = 2(same as sklearn implementation). This fix makes the demo example result almost same result as sklearn
    @shenxiangzhuang
    shenxiangzhuang committed Oct 27, 2024
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Commits on Oct 28, 2024

  1. add: docs

    @shenxiangzhuang
    shenxiangzhuang committed Oct 28, 2024
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  2. add: tests for itree

    @shenxiangzhuang
    shenxiangzhuang committed Oct 28, 2024
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Commits on Oct 29, 2024

  1. add: test

    @shenxiangzhuang
    shenxiangzhuang committed Oct 29, 2024
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  2. test: improve

    @shenxiangzhuang
    shenxiangzhuang committed Oct 29, 2024
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