shane-kercheval/oo-learning issues and pull requests

#57 - Bump notebook from 6.4.0 to 6.4.10

Pull Request - State: open - Opened by dependabot[bot] almost 3 years ago
Labels: dependencies

#56 - Bump ipython from 7.22.0 to 7.31.1

Pull Request - State: open - Opened by dependabot[bot] about 3 years ago
Labels: dependencies

#55 - Bump notebook from 6.4.0 to 6.4.1

Pull Request - State: closed - Opened by dependabot[bot] over 3 years ago - 1 comment
Labels: dependencies

#54 - Bump pygments from 2.4.2 to 2.7.4

Pull Request - State: open - Opened by dependabot[bot] almost 4 years ago
Labels: dependencies

#53 - Bump jinja2 from 2.10.3 to 2.11.3

Pull Request - State: closed - Opened by dependabot[bot] almost 4 years ago - 1 comment
Labels: dependencies

#52 - Bump bleach from 3.1.0 to 3.3.0

Pull Request - State: closed - Opened by dependabot[bot] about 4 years ago - 1 comment
Labels: dependencies

#51 - Bump notebook from 6.0.2 to 6.1.5

Pull Request - State: closed - Opened by dependabot[bot] about 4 years ago - 1 comment
Labels: dependencies

#50 - Bump bleach from 3.1.0 to 3.1.4

Pull Request - State: closed - Opened by dependabot[bot] almost 5 years ago - 1 comment
Labels: dependencies

#49 - Bump bleach from 3.1.0 to 3.1.2

Pull Request - State: closed - Opened by dependabot[bot] almost 5 years ago - 1 comment
Labels: dependencies

#48 - Bump bleach from 3.1.0 to 3.1.1

Pull Request - State: closed - Opened by dependabot[bot] almost 5 years ago - 1 comment
Labels: dependencies

#47 - Upgrade to Python 3.7.5 along with other package updates results in mutliprocessing hanging

Issue - State: open - Opened by shane-kercheval about 5 years ago - 4 comments

#46 - Seems using parallelization with GridSearchModelTuner with LightGBM model is much slower than without parallelization

Issue - State: open - Opened by shane-kercheval over 5 years ago
Labels: bug

#45 - Add geometric mean to summary function as well as impute classes

Issue - State: open - Opened by shane-kercheval almost 6 years ago
Labels: enhancement

#44 - ModelStacker + Tuner + Caching gives 'File Already Exists' Error

Issue - State: closed - Opened by shane-kercheval over 6 years ago
Labels: bug

#43 - add k-means clustering

Issue - State: closed - Opened by shane-kercheval over 6 years ago
Labels: new model

#42 - PCATransformer.get_pca_plot() hardcode number of components on x-axis

Issue - State: closed - Opened by shane-kercheval over 6 years ago
Labels: bug

#41 - LocalCacheManager does not use consistent naming when hashing between sessions

Issue - State: closed - Opened by shane-kercheval over 6 years ago - 1 comment
Labels: bug

#40 - add ability to cache resampler results, as an alternative to individual models

Issue - State: closed - Opened by shane-kercheval over 6 years ago
Labels: performance enhancement

#39 - add ExtraTreesClassifier and ExtraTreesRegressor

Issue - State: closed - Opened by shane-kercheval over 6 years ago
Labels: new model

#38 - add R2 Score

Issue - State: closed - Opened by shane-kercheval over 6 years ago
Labels: enhancement, wontfix

#37 - add F-Beta Score

Issue - State: closed - Opened by shane-kercheval over 6 years ago
Labels: enhancement

#36 - Refactor Scores/Evaluators to a single Equation(?) class

Issue - State: closed - Opened by shane-kercheval over 6 years ago - 1 comment
Labels: enhancement, wontfix

#35 - Update RemoveCorrelationsTransformer to not use .as_matrix

Issue - State: closed - Opened by shane-kercheval over 6 years ago
Labels: bug

#34 - add Generalized Additive Models (GAMs)

Issue - State: open - Opened by shane-kercheval over 6 years ago
Labels: new model

#33 - Add Regression/Smoothing Splines; Local Regression

Issue - State: open - Opened by shane-kercheval over 6 years ago
Labels: new model

#32 - add "logging" capability

Issue - State: open - Opened by shane-kercheval over 6 years ago
Labels: enhancement

#31 - Add Residual Standard Error (RSE) to RegressionEvaluator

Issue - State: open - Opened by shane-kercheval over 6 years ago
Labels: enhancement

#30 - implement “one-standard-error” rule for ModelTuner

Issue - State: open - Opened by shane-kercheval over 6 years ago
Labels: enhancement

#29 - add ability to get Shapley Values

Issue - State: open - Opened by shane-kercheval over 6 years ago
Labels: enhancement

#28 - add ability for ModelWrapper to cache first e.g. 10 rows of the transformed data (in order to spot-check transformations)

Issue - State: closed - Opened by shane-kercheval over 6 years ago

#27 - One-vs-All and One-vs-One Classifiers

Issue - State: open - Opened by shane-kercheval almost 7 years ago
Labels: new model

#26 - importing `statsmodels` results in warning

Issue - State: closed - Opened by shane-kercheval almost 7 years ago - 1 comment
Labels: enhancement, documentation

#25 - ImputationTransformer should have the ability to treat empty strings as NA

Issue - State: open - Opened by shane-kercheval almost 7 years ago
Labels: enhancement

#24 - Imputation by Multiple Groups

Issue - State: open - Opened by shane-kercheval almost 7 years ago

#23 - ImputationTransformer should have the ability to treat zeros as NA

Issue - State: closed - Opened by shane-kercheval almost 7 years ago
Labels: enhancement

#22 - Imputation Transformers should have the ability include (only) or exclude specific columns.

Issue - State: closed - Opened by shane-kercheval almost 7 years ago
Labels: enhancement

#21 - ModelStacker - add support for multi-class, if it doesn't already work.

Issue - State: open - Opened by shane-kercheval almost 7 years ago
Labels: enhancement

#20 - Add Timing to Unit Tests (e.g. fail if too slow)

Issue - State: open - Opened by shane-kercheval almost 7 years ago
Labels: testing

#19 - Nested Cross-Validation

Issue - State: open - Opened by shane-kercheval almost 7 years ago
Labels: enhancement

#18 - Add Cubist Regression Model

Issue - State: open - Opened by shane-kercheval almost 7 years ago
Labels: new model

#17 - Add {LQRM}DA Models

Issue - State: open - Opened by shane-kercheval almost 7 years ago
Labels: new model

#16 - Add K-Nearest Neighbors Model

Issue - State: open - Opened by shane-kercheval almost 7 years ago
Labels: new model

#15 - Add Nearest-Shrunken-Centroids Model

Issue - State: open - Opened by shane-kercheval almost 7 years ago
Labels: new model

#14 - Add Naive-Bayes Model

Issue - State: open - Opened by shane-kercheval almost 7 years ago
Labels: new model

#13 - Add XGBoost model

Issue - State: closed - Opened by shane-kercheval almost 7 years ago
Labels: new model

#12 - Feature Importance for Supporting Models

Issue - State: open - Opened by shane-kercheval almost 7 years ago
Labels: enhancement

#11 - Gain/Lift Charts

Issue - State: closed - Opened by shane-kercheval almost 7 years ago
Labels: enhancement

#10 - hierarchical models

Issue - State: open - Opened by shane-kercheval almost 7 years ago
Labels: enhancement

#9 - Imputation by Group

Issue - State: closed - Opened by shane-kercheval almost 7 years ago
Labels: enhancement

#8 - finish/test `StratifiedMonteCarloResampler`

Issue - State: open - Opened by shane-kercheval almost 7 years ago
Labels: enhancement

#7 - Use same data-set in oo-learning and r-predictive-analysis-template & compare

Issue - State: closed - Opened by shane-kercheval almost 7 years ago
Labels: wontfix

#6 - Documentation & Examples in Jupyter Notebook(s)

Issue - State: open - Opened by shane-kercheval almost 7 years ago - 1 comment
Labels: documentation

#5 - Add/Fix Caching to ModelStacker

Issue - State: closed - Opened by shane-kercheval almost 7 years ago - 1 comment
Labels: enhancement

#4 - Add Model Stacking

Issue - State: closed - Opened by shane-kercheval almost 7 years ago - 1 comment
Labels: enhancement

#3 - modify ModelFitter to optionally take a Splitter, and train on all data

Issue - State: closed - Opened by shane-kercheval almost 7 years ago
Labels: enhancement

#2 - Parallel Processing

Issue - State: closed - Opened by shane-kercheval almost 7 years ago - 2 comments
Labels: performance enhancement

#1 - Utilize same splits for all models in Searcher/Tuner/Stacker/etc.

Issue - State: open - Opened by shane-kercheval almost 7 years ago
Labels: performance enhancement

GitHub / shane-kercheval/oo-learning issues and pull requests