Owner
scikit-learn-contrib
12 indexed repositories · View on GitHub
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imbalanced-learn
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
Python · 7121 stars
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hdbscan
A high performance implementation of HDBSCAN clustering.
Jupyter Notebook · 3148 stars
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category_encoders
A library of sklearn compatible categorical variable encoders
Python · 2502 stars
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MAPIE
A scikit-learn-compatible library for estimating prediction intervals and controlling risks, based on conformal predictions.
Jupyter Notebook · 1591 stars
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scikit-learn-contrib
scikit-learn compatible projects
410 stars
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forest-confidence-interval
Confidence intervals for scikit-learn forest algorithms
HTML · 288 stars
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skglm
Fast and modular sklearn replacement for generalized linear models
Python · 203 stars
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hiclass
A python library for hierarchical classification compatible with scikit-learn
Python · 137 stars
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scikit-dimension
A Python package for intrinsic dimension estimation
Python · 109 stars
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scikit-matter
A collection of scikit-learn compatible utilities that implement methods born out of the materials science and chemistry communities
Python · 98 stars
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fastcan
A fast canonical-correlation-based search algorithm for feature selection, system identification, data pruning, etc.
Python · 31 stars
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sklearn-ann
Integration with (approximate) nearest neighbors libraries for scikit-learn + clustering based on with kNN-graphs.
Python · 29 stars
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Difficulty 2/5 1-3 hours Newbie friendliness 88/100
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Float sampling_strategy truncation raises a spurious ValueError on valid over-sampling requests Open
Difficulty 3/5 1-2 days Newbie friendliness 58/100
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Contributors welcome 👋🏻 Good first issue
Difficulty 2/5 1-3 hours Newbie friendliness 78/100
scikit-learn-contrib/MAPIE#989 ·
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Difficulty 2/5 1-3 hours Newbie friendliness 76/100
scikit-learn-contrib/hdbscan#733 ·
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[DOC] Typo fix Open
Difficulty 1/5 Under an hour Newbie friendliness 88/100
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Difficulty 2/5 1-3 hours Newbie friendliness 76/100
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Difficulty 3/5 1-2 days Newbie friendliness 72/100
scikit-learn-contrib/MAPIE#980 · 1 comment ·
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Difficulty 4/5 3-5 days Newbie friendliness 58/100
scikit-learn-contrib/MAPIE#974 · 2 comments ·
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Difficulty 3/5 1-2 days Newbie friendliness 75/100
scikit-learn-contrib/hdbscan#731 ·
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Difficulty 2/5 1-3 hours Newbie friendliness 72/100
scikit-learn-contrib/imbalanced-learn#1191 · 1 comment ·
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Array API bug
Difficulty 4/5 3-5 days Newbie friendliness 20/100
scikit-learn-contrib/fastcan#262 ·
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Difficulty 5/5 Over a week Newbie friendliness 35/100
scikit-learn-contrib/MAPIE#970 ·
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Difficulty 4/5 3-5 days Newbie friendliness 35/100
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Difficulty 4/5 3-5 days Newbie friendliness 56/100
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BallTreeBoruvkaAlgorithm returns non-minimal spanning trees even with approx_min_span_tree=False Open
Difficulty 4/5 3-5 days Newbie friendliness 52/100
scikit-learn-contrib/hdbscan#729 · 2 comments ·
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Difficulty 4/5 3-5 days Newbie friendliness 30/100
scikit-learn-contrib/hdbscan#728 ·
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[BUG] sensitivity_specificity_support returns wrong specificity with sample_weight (can exceed 1) Open
Difficulty 2/5 1-3 hours Newbie friendliness 78/100
scikit-learn-contrib/imbalanced-learn#1180 · 2 comments ·
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Difficulty 5/5 Over a week Newbie friendliness 35/100
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Difficulty 5/5 Over a week Newbie friendliness 25/100
scikit-learn-contrib/scikit-learn-contrib#80 · 1 comment ·
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Difficulty 1/5 Under an hour Newbie friendliness 88/100
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Difficulty 4/5 3-5 days Newbie friendliness 45/100
scikit-learn-contrib/MAPIE#915 · 3 comments ·
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Difficulty 4/5 3-5 days Newbie friendliness 38/100
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Difficulty 3/5 1-2 days Newbie friendliness 35/100
scikit-learn-contrib/MAPIE#884 · 1 comment ·
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Difficulty 5/5 Over a week Newbie friendliness 20/100
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Difficulty 5/5 Over a week Newbie friendliness 15/100
scikit-learn-contrib/skglm#336 ·
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Difficulty 4/5 3-5 days Newbie friendliness 35/100
scikit-learn-contrib/hdbscan#700 ·
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Difficulty 3/5 1-2 days Newbie friendliness 58/100
scikit-learn-contrib/hiclass#164 ·
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Difficulty 3/5 1-2 days Newbie friendliness 45/100
scikit-learn-contrib/hiclass#162 ·
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Difficulty 2/5 1-3 hours Newbie friendliness 68/100
scikit-learn-contrib/hiclass#161 ·
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documentation narx
scikit-learn-contrib/fastcan#219 · 1 assignee ·
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Difficulty 3/5 1-2 days Newbie friendliness 48/100
scikit-learn-contrib/hiclass#159 ·
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Difficulty 4/5 3-5 days Newbie friendliness 45/100
scikit-learn-contrib/skglm#335 · 1 comment ·
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bug
Difficulty 3/5 1-2 days Newbie friendliness 52/100
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enhancement
Difficulty 5/5 Over a week Newbie friendliness 15/100
scikit-learn-contrib/fastcan#212 ·
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`hannoy` Transformer Open
Difficulty 5/5 Over a week Newbie friendliness 35/100
scikit-learn-contrib/sklearn-ann#123 · 1 comment ·
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question
Difficulty 4/5 3-5 days Newbie friendliness 45/100
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maintenance pixi
scikit-learn-contrib/fastcan#207 · 1 assignee ·
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Difficulty 4/5 3-5 days Newbie friendliness 35/100
scikit-learn-contrib/hdbscan#694 ·
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documentation
scikit-learn-contrib/fastcan#189 · 1 assignee ·
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documentation narx
scikit-learn-contrib/fastcan#182 · 1 assignee ·
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Difficulty 3/5 1-2 days Newbie friendliness 35/100
scikit-learn-contrib/hdbscan#689 · 2 comments · 2 reactions ·
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Difficulty 4/5 3-5 days Newbie friendliness 35/100
scikit-learn-contrib/hdbscan#687 ·
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github_actions
Difficulty 2/5 1-3 hours Newbie friendliness 45/100
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scikit-learn-contrib/scikit-matter#269 · 2 comments · 1 assignee ·
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documentation
scikit-learn-contrib/fastcan#162 · 1 assignee ·
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documentation
scikit-learn-contrib/fastcan#160 · 1 assignee ·
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Backlog Other or internal
Difficulty 2/5 1-3 hours Newbie friendliness 70/100
scikit-learn-contrib/MAPIE#750 · 1 comment ·
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Difficulty 2/5 1-3 hours Newbie friendliness 55/100
scikit-learn-contrib/hdbscan#685 ·
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documentation
scikit-learn-contrib/fastcan#136 · 1 assignee ·
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Difficulty 3/5 1-2 days Newbie friendliness 32/100
scikit-learn-contrib/skglm#329 · 1 comment ·
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