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Added Hmine algorithm #1020

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merged 10 commits into from
Mar 28, 2023
Merged

Added Hmine algorithm #1020

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9332173
Hmine implementation and example
fatihsen20 Mar 21, 2023
7897c25
Added new features.
fatihsen20 Mar 21, 2023
0989684
flake8 control.
fatihsen20 Mar 21, 2023
eff85c0
Added test case
fatihsen20 Mar 23, 2023
a611014
I corrected the wrong places.
fatihsen20 Mar 23, 2023
e38682c
isort fix.
fatihsen20 Mar 24, 2023
fcf35ed
isort fix.
fatihsen20 Mar 25, 2023
32f4b3c
update changelog and attribution
rasbt Mar 25, 2023
95bf8a5
minor cosmetics
rasbt Mar 25, 2023
21e038d
little doc update
rasbt Mar 27, 2023
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7 changes: 4 additions & 3 deletions docs/sources/CHANGELOG.md
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Expand Up @@ -19,14 +19,15 @@ Version 0.22.0dev (TBD)

##### Changes

- When `ExhaustiveFeatureSelector` is run with `n_jobs == 1`, joblib is now disabled, which enables more immediate (live) feedback when the `verbose` mode is enabled. [#985](https://github.com/rasbt/mlxtend/pull/985) via [Nima Sarajpoor]
- Disabled unnecessary warning in EnsembleVoteClassifier [#941](https://github.com/rasbt/mlxtend/issues/941)
- Fixed various documentation issues [#849] [#951]
- When `ExhaustiveFeatureSelector` is run with `n_jobs == 1`, joblib is now disabled, which enables more immediate (live) feedback when the `verbose` mode is enabled. ([#985](https://github.com/rasbt/mlxtend/pull/985) via [Nima Sarajpoor](https://github.com/NimaSarajpoor))
- Disabled unnecessary warning in EnsembleVoteClassifier ([#941](https://github.com/rasbt/mlxtend/issues/941))
- Fixed various documentation issues ([#849](https://github.com/rasbt/mlxtend/issues/849) and [#951](https://github.com/rasbt/mlxtend/issues/951) via [Lekshmanan Natarajan](https://github.com/zuari1993))

##### New Features and Enhancements

- The `mlxtend.frequent_patterns.association_rules` function has a new metric - Zhangs Metric, which measures both association and dissociation. ([#980](https://github.com/rasbt/mlxtend/pull/980))
- Internal `fpmax` code improvement that avoids casting a sparse DataFrame into a dense NumPy array. ([#1000](https://github.com/rasbt/mlxtend/pull/1000) via [Tim Kellogg](https://github.com/tkellogg))
- Added `mlxtend.frequent_patterns.hmine` algorithm and documentation for mining frequent itemsets using the H-Mine algorithm. ([#1020](https://github.com/rasbt/mlxtend/pull/1020) via [Fatih Sen](https://github.com/fatihsen20))

### Version 0.21.0 (09/17/2022)

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