ibis-project/ibis-ml issues and pull requests

#77 - docs: add new steps to website

Pull Request - State: closed - Opened by jitingxu1 10 months ago - 1 comment

#76 - fix(steps): purge dropped categories from metadata

Pull Request - State: closed - Opened by deepyaman 10 months ago - 1 comment

#75 - bug(steps): treat null values as proper categories

Issue - State: closed - Opened by deepyaman 10 months ago

#74 - feat(examples): add model picker and support torch

Pull Request - State: closed - Opened by deepyaman 10 months ago - 4 comments

#73 - feat(steps): handle unknown category for all encoders

Issue - State: closed - Opened by jitingxu1 10 months ago - 2 comments

#72 - bug(steps): CategoricalEncode - rows containing NULL value in the encoded column will be relocated to the bottom

Issue - State: closed - Opened by jitingxu1 10 months ago - 1 comment

#71 - fix(steps): avoid bool-to-int cast and handle NULL

Pull Request - State: closed - Opened by jitingxu1 10 months ago - 1 comment

#70 - chore(examples): move demo to newly-created folder

Pull Request - State: closed - Opened by deepyaman 10 months ago - 1 comment

#69 - docs: make website launch-ready

Issue - State: open - Opened by deepyaman 10 months ago
Labels: documentation

#68 - feat(steps): univariate outlier detection

Pull Request - State: closed - Opened by jitingxu1 10 months ago - 1 comment

#67 - ci: collect coverage and upload reports to Codecov

Pull Request - State: closed - Opened by deepyaman 10 months ago - 1 comment

#66 - feat: alternative OHE using vectors

Issue - State: open - Opened by jitingxu1 10 months ago - 2 comments

#65 - feat: support offline and realtime production deployment for inference

Issue - State: open - Opened by jitingxu1 10 months ago

#64 - feat: Run ml data preprocess workflow on different backends[Theseus and big query]

Issue - State: closed - Opened by jitingxu1 10 months ago - 2 comments

#63 - feat: model based ml data preprocessing

Issue - State: open - Opened by jitingxu1 10 months ago - 1 comment

#62 - docs(website): explain how users can perform train-test splitting with Ibis

Issue - State: closed - Opened by jitingxu1 10 months ago - 4 comments

#61 - feat: add inverse_transform() to steps

Issue - State: open - Opened by jitingxu1 10 months ago - 1 comment
Labels: enhancement

#60 - docs: add end-to-end example using nycflights data

Pull Request - State: closed - Opened by deepyaman 10 months ago - 2 comments

#59 - doc: ibisml for sklearn/Tidymodel users tutorial sessions

Issue - State: closed - Opened by jitingxu1 10 months ago - 1 comment

#58 - doc: change ImputeMode for categorical features

Issue - State: closed - Opened by jitingxu1 10 months ago

#57 - feat(steps): implement `DiscretizeKBins` transform

Pull Request - State: closed - Opened by jitingxu1 10 months ago

#56 - feat: support direct numpy output

Issue - State: open - Opened by jitingxu1 10 months ago

#55 - feat(steps): implement target encoding for columns

Pull Request - State: closed - Opened by deepyaman 10 months ago - 5 comments

#54 - bug(steps): `OneHotEncode` treats NaNs differently

Issue - State: closed - Opened by deepyaman 10 months ago - 1 comment

#53 - feat(steps): add transform for polynomial features

Pull Request - State: closed - Opened by jitingxu1 10 months ago - 2 comments

#52 - feat: enable not fitted check for transform_table() and throw proper exception

Issue - State: open - Opened by jitingxu1 11 months ago - 1 comment

#51 - docs: add missing steps to documentation

Issue - State: closed - Opened by jitingxu1 11 months ago - 3 comments

#50 - feat: support pytorch dataformat

Issue - State: closed - Opened by jitingxu1 11 months ago - 1 comment

#49 - docs: build demo workflows

Issue - State: closed - Opened by jitingxu1 11 months ago - 2 comments

#48 - feat(steps): implement zero-variance filter

Pull Request - State: closed - Opened by jitingxu1 11 months ago - 1 comment

#47 - docs(website): document custom step implementation

Issue - State: open - Opened by jcrist 11 months ago - 5 comments
Labels: documentation

#46 - Error nicely when transforming if not fitted

Pull Request - State: closed - Opened by jcrist 11 months ago

#45 - feat: Outlier - Impute and capping

Issue - State: closed - Opened by jitingxu1 11 months ago - 1 comment

#44 - feat: K-bins discretization

Issue - State: closed - Opened by jitingxu1 11 months ago

#43 - feat: ratio variable creation

Issue - State: closed - Opened by jitingxu1 11 months ago - 1 comment

#42 - feat: Filter Feature by variance

Issue - State: closed - Opened by jitingxu1 11 months ago - 1 comment

#41 - feat: Polynomial features transformation

Issue - State: closed - Opened by jitingxu1 11 months ago

#40 - ci: add `pytest-cov`, and require minimum coverage

Issue - State: closed - Opened by deepyaman 11 months ago - 1 comment

#39 - test(steps): increase coverage of nontrivial steps

Issue - State: closed - Opened by deepyaman 11 months ago - 3 comments

#38 - chore: rename IbisML/`ibisml` to Ibis-ML/`ibis-ml`

Issue - State: closed - Opened by deepyaman 11 months ago - 4 comments

#37 - Plumb through `y` in `fit` and `fit_transform`

Pull Request - State: closed - Opened by jcrist 11 months ago

#36 - Repr for `Recipe` and `Step`

Issue - State: closed - Opened by jcrist 11 months ago - 2 comments

#35 - Expand test coverage

Issue - State: closed - Opened by jcrist 11 months ago

#34 - feat: Target Encoder implementation

Issue - State: closed - Opened by jitingxu1 11 months ago - 1 comment

#33 - Rename `to_table` to `to_ibis`

Pull Request - State: closed - Opened by jcrist 11 months ago

#32 - feat: preprocessing transformation priorities

Issue - State: open - Opened by jitingxu1 11 months ago - 2 comments
Labels: documentation, help wanted

#31 - feat(steps): implement a step to count encode cols

Pull Request - State: closed - Opened by deepyaman 11 months ago

#30 - feat: Add ML operator support matrix, and ideally compares coverage with other major framework such as scikit-learn

Issue - State: closed - Opened by zhenzhongxu 11 months ago - 2 comments

#29 - `Recipe.transform` maintains input order for in-memory data

Pull Request - State: closed - Opened by jcrist 11 months ago

#28 - style(ruff): select additional rules such as isort

Pull Request - State: closed - Opened by deepyaman 11 months ago

#27 - feat: implement PCA transform, fit using `sklearn`

Pull Request - State: closed - Opened by deepyaman 11 months ago

#26 - interest in vector abstractions?

Issue - State: open - Opened by NickCrews 11 months ago - 8 comments
Labels: enhancement

#25 - Refactor for better sklearn compatibility

Pull Request - State: closed - Opened by jcrist 11 months ago - 1 comment

#24 - Error in `README` snippet. `RecipeTransform` vs `TransformResult`

Issue - State: closed - Opened by zilto 12 months ago - 3 comments

#23 - chore(release): add workflow to push releases to PyPI

Pull Request - State: closed - Opened by gforsyth 12 months ago - 3 comments

#22 - Push release 0.2.0 to Pypi

Issue - State: closed - Opened by zilto 12 months ago - 2 comments

#21 - Docstrings + Examples + Help Get Started

Issue - State: closed - Opened by IndexSeek 12 months ago - 2 comments

#20 - feat: ExpandDateTime convenience (datetime components)

Pull Request - State: closed - Opened by IndexSeek 12 months ago

#19 - feat: support more parts of end-to-end ML workflow

Issue - State: closed - Opened by deepyaman 12 months ago - 4 comments

#18 - Applying custom transforms

Issue - State: closed - Opened by skrawcz 12 months ago - 3 comments

#17 - [EPIC] Launch IbisML

Issue - State: closed - Opened by lostmygithubaccount about 1 year ago - 23 comments

#16 - feat: Add MinMaxScaler.

Pull Request - State: closed - Opened by toohsk about 1 year ago

#15 - feat: ExpandDateTime convenience

Pull Request - State: closed - Opened by sfc-gh-twhite about 1 year ago - 1 comment

#14 - ExpandDate + ExpandTime = ExpandDateTime

Issue - State: closed - Opened by sfc-gh-twhite about 1 year ago - 1 comment

#13 - IbisML - Interactive Mode

Issue - State: closed - Opened by sfc-gh-twhite about 1 year ago - 3 comments

#12 - Minor Fixes: Dask Extra, OneHotEncode example, categorize_pandas tests

Pull Request - State: closed - Opened by IndexSeek about 1 year ago

#11 - fix: update Deferred import

Pull Request - State: closed - Opened by sfc-gh-twhite about 1 year ago