From 79ccc4311351f5b595b8c7997dd17ef5ea65b7f3 Mon Sep 17 00:00:00 2001 From: rasbt Date: Sun, 2 Apr 2023 13:47:41 -0500 Subject: [PATCH 1/3] prepare 0.22 --- docs/sources/CHANGELOG.md | 3 +-- .../plot_decision_regions_11_0.png | Bin 45193 -> 86317 bytes .../plot_decision_regions_13_0.png | Bin 22858 -> 42131 bytes .../plot_decision_regions_19_0.png | Bin 69089 -> 133923 bytes .../plot_decision_regions_21_0.png | Bin 37243 -> 71976 bytes .../plot_decision_regions_23_0.png | Bin 85378 -> 173926 bytes .../plot_decision_regions_25_0.png | Bin 8063 -> 14032 bytes .../plot_decision_regions_27_0.png | Bin 17976 -> 35203 bytes .../plot_decision_regions_29_0.png | Bin 40897 -> 74060 bytes .../plot_decision_regions_31_0.png | Bin 28660 -> 51975 bytes .../plot_decision_regions_34_0.png | Bin 15800 -> 31948 bytes .../plot_decision_regions_38_0.png | Bin 11341 -> 22210 bytes .../plot_decision_regions_40_0.png | Bin 8737 -> 17967 bytes .../plot_decision_regions_43_0.png | Bin 10854 -> 22169 bytes .../plot_decision_regions_46_0.png | Bin 7111 -> 13984 bytes .../plot_decision_regions_52_1.png | Bin 0 -> 27910 bytes .../plot_decision_regions_6_0.png | Bin 14142 -> 27818 bytes .../plot_decision_regions_8_0.png | Bin 7665 -> 15080 bytes 18 files changed, 1 insertion(+), 2 deletions(-) create mode 100644 docs/sources/user_guide/plotting/plot_decision_regions_files/plot_decision_regions_52_1.png diff --git a/docs/sources/CHANGELOG.md b/docs/sources/CHANGELOG.md index 8f484f4d8..d5cce3b7b 100755 --- a/docs/sources/CHANGELOG.md +++ b/docs/sources/CHANGELOG.md @@ -9,7 +9,7 @@ The CHANGELOG for the current development version is available at -Version 0.22.0dev (TBD) +Version 0.22.0 (4 April 2023) ##### Downloads @@ -29,7 +29,6 @@ Version 0.22.0dev (TBD) - 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)) - The `plot_decision_regions` function now has a `n_jobs` parameter to parallelize the computation. (In a particular use case, on a small dataset, there was a 21x speed-up (449 seconds vs 21 seconds on local HPC instance of 36 cores). ([#998](https://github.com/rasbt/mlxtend/pull/998) via [Khalid ElHaj](https://github.com/Ne-oL)) - 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)) -- Adds a new `font_color_threshold` parameter to the `mlxtend.plotting.heatmap` function to manually override the threshold for the text annotation color. ([#1022](https://github.com/rasbt/mlxtend/pull/1022)) ### Version 0.21.0 (09/17/2022) diff --git a/docs/sources/user_guide/plotting/plot_decision_regions_files/plot_decision_regions_11_0.png b/docs/sources/user_guide/plotting/plot_decision_regions_files/plot_decision_regions_11_0.png index 925af87d1bab2f2ff73007fcf14f60ab4faa6ce5..5b805f9fc38b29c458488cba77a269bbb8ec8fa0 100644 GIT binary patch literal 86317 zcmb@uWmuG7_cn|oppptAji7WW-Cfe%9nvA)pn!BpH%NDPj)-)(Lk-AFqql_1uxf6fc*9NSmD@69w{S*QeY29wU*&JdF?c zH+{pyw&$~TGkVgNmX-zK`}a2o5{fvms4??*TwKY7cCFF3x3_Z8p1vO}5M?lKTlA~x zL*oy4!BJ70)dP&i2a9cd?B#*s+YD+IdixiAZ1+uD*!K^J~#X6tj!*DYNc;jS>twgEcx$FmG6%e zA%{a8uuAt6({OR)g1;pkJD~?EPsy6+Vko5XxSgn-ot?ez&SrRT4?DfC))V(;>%tBX z4>L&gDvo;JMtv~uMuU8cj*jMIO__#|M^sGAe!p(!{8T{{^Sfl&mYSxfW_oj5czC$n z0?E%mRmLHqp^ulsS%!Z!HYQO>Cmc?x>$CAxx>Cqa6qb~9TGqMD@n>1J|6_>GAWXCQ zMti|KRiBEP0q={2o|^;6h%<1G&YWF7WORbxxstKm-YpnGh+$phCFP7Ev8i!EA!^=d zQ|f~$Y^W^@ataDq%K0+OIZ^!28yDC5VyiUh-%(N?KitC}R=Zy7iz?zks>=n}4M+HI 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zm^PhzTeEvgE?|7k49qC=8Aj>t%TA1RFa5q_!*J_fn%}9d)o2JKMEqvVJS2!fu>>w+pQX$4Caev6&ScbXV%r z^=Uk#fB;HPm5KY(JptgrGuMuv258RER@xU=IC-72nQdX`8bFaQ`dU)J>bgL|>(d^O zqk8pWN9t#2i&G*Gj%$%vN6Lh|EL%~~g*Z{JG>&}|N$9v%?V_Bo+j2J2r?HG0QiR3S zGK7V+7(1O>mz%K)HH>(;On3BokzLi>{0Fktn{$Iz%G-T4n7{?(^7uhpqlnMPk`L+V zu3!T%V!s4f2K13~U_5C7bz4jUu*n^|D1y6`@iEHe5|50XYwtD1J_wyaLyr;J11;OK ziE2~%?e_4nmAr!pq7v*{D-2hkzM@-JuJ^Y6USQI7K4 z3p6y+u3mLePq9c znvFUQmE6l%t@Z9_R|fsLuax|AZ2!No$9nUN$(D1eJGjq8t&Da33NX|&hL+y6d;VW7 CEq{Xm From 13ff70886f63e1dd6b2bedab5bef7ad07069d0e8 Mon Sep 17 00:00:00 2001 From: rasbt Date: Sun, 2 Apr 2023 13:47:55 -0500 Subject: [PATCH 2/3] prepare 0.22 --- mlxtend/__init__.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/mlxtend/__init__.py b/mlxtend/__init__.py index c3d1905d0..ccc3076c4 100644 --- a/mlxtend/__init__.py +++ b/mlxtend/__init__.py @@ -4,4 +4,4 @@ # # License: BSD 3 clause -__version__ = "0.22.0dev0" +__version__ = "0.22.0" From fa2fdc00757a304d6a239bac22a12c77f653d19a Mon Sep 17 00:00:00 2001 From: rasbt Date: Sun, 2 Apr 2023 13:55:21 -0500 Subject: [PATCH 3/3] fix edit button and links --- docs/mkdocs.yml | 4 ++-- docs/sources/CHANGELOG.md | 13 +++++++------ 2 files changed, 9 insertions(+), 8 deletions(-) diff --git a/docs/mkdocs.yml b/docs/mkdocs.yml index 3648d56cb..28c599bfc 100755 --- a/docs/mkdocs.yml +++ b/docs/mkdocs.yml @@ -4,8 +4,8 @@ site_author: Sebastian Raschka site_description: A library consisting of useful tools and extensions for the day-to-day data science tasks. repo_url: https://github.com/rasbt/mlxtend -repo_name: GitHub -edit_uri: docs/sources/user_guide/ +repo_name: mlxtend +edit_uri: https://github.com/rasbt/mlxtend/tree/master/docs/sources #include_search: true # not necessary for this theme docs_dir: sources diff --git a/docs/sources/CHANGELOG.md b/docs/sources/CHANGELOG.md index d5cce3b7b..0c7aa0b35 100755 --- a/docs/sources/CHANGELOG.md +++ b/docs/sources/CHANGELOG.md @@ -19,16 +19,17 @@ Version 0.22.0 (4 April 2023) ##### 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](https://github.com/NimaSarajpoor)) -- Disabled unnecessary warning in EnsembleVoteClassifier ([#941](https://github.com/rasbt/mlxtend/issues/941)) +- When [`ExhaustiveFeatureSelector`](https://rasbt.github.io/mlxtend/user_guide/feature_selection/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`](https://rasbt.github.io/mlxtend/user_guide/classifier/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)) +- Fixed "Edit on GitHub" button ([#1024](https://github.com/rasbt/mlxtend/issues/1024)) ##### 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)) -- The `plot_decision_regions` function now has a `n_jobs` parameter to parallelize the computation. (In a particular use case, on a small dataset, there was a 21x speed-up (449 seconds vs 21 seconds on local HPC instance of 36 cores). ([#998](https://github.com/rasbt/mlxtend/pull/998) via [Khalid ElHaj](https://github.com/Ne-oL)) -- 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)) +- The [`mlxtend.frequent_patterns.association_rules`](https://rasbt.github.io/mlxtend/user_guide/frequent_patterns/association_rules/) function has a new metric - Zhang's Metric, which measures both association and dissociation. ([#980](https://github.com/rasbt/mlxtend/pull/980)) +- Internal [`mlxtend.frequent_patterns.fpmax`](https://rasbt.github.io/mlxtend/user_guide/frequent_patterns/association_rules/) 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)) +- The [`plot_decision_regions`](https://rasbt.github.io/mlxtend/user_guide/plotting/plot_decision_regions/) function now has a `n_jobs` parameter to parallelize the computation. (In a particular use case, on a small dataset, there was a 21x speed-up (449 seconds vs 21 seconds on local HPC instance of 36 cores). ([#998](https://github.com/rasbt/mlxtend/pull/998) via [Khalid ElHaj](https://github.com/Ne-oL)) +- Added [`mlxtend.frequent_patterns.hmine`](https://rasbt.github.io/mlxtend/user_guide/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)