shane-kercheval oo-learning issues

shane-kercheval / oo-learning

Python machine learning library based on Object Oriented design principles; the goal is to allow users to quickly explore data and search for top machine learning algorithm candidates for a given dataset

MIT License

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Bump notebook from 6.4.0 to 6.4.10

#57 dependabot[bot] opened 2 years ago
0
Bump ipython from 7.22.0 to 7.31.1

#56 dependabot[bot] opened 2 years ago
0
Bump notebook from 6.4.0 to 6.4.1

#55 dependabot[bot] closed 2 years ago
1
Bump pygments from 2.4.2 to 2.7.4

#54 dependabot[bot] opened 3 years ago
0
Bump jinja2 from 2.10.3 to 2.11.3

#53 dependabot[bot] closed 3 years ago
1
Bump bleach from 3.1.0 to 3.3.0

#52 dependabot[bot] closed 3 years ago
1
Bump notebook from 6.0.2 to 6.1.5

#51 dependabot[bot] closed 3 years ago
1
Bump bleach from 3.1.0 to 3.1.4

#50 dependabot[bot] closed 3 years ago
1
Bump bleach from 3.1.0 to 3.1.2

#49 dependabot[bot] closed 4 years ago
1
Bump bleach from 3.1.0 to 3.1.1

#48 dependabot[bot] closed 4 years ago
1
Upgrade to Python 3.7.5 along with other package updates results in mutliprocessing hanging

#47 shane-kercheval opened 5 years ago
4
Seems using parallelization with GridSearchModelTuner with LightGBM model is much slower than without parallelization

#46 shane-kercheval opened 5 years ago
0
Add geometric mean to summary function as well as impute classes

#45 shane-kercheval opened 5 years ago
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ModelStacker + Tuner + Caching gives 'File Already Exists' Error

#44 shane-kercheval closed 6 years ago
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add k-means clustering

#43 shane-kercheval closed 6 years ago
0
PCATransformer.get_pca_plot() hardcode number of components on x-axis

#42 shane-kercheval closed 6 years ago
0
LocalCacheManager does not use consistent naming when hashing between sessions

#41 shane-kercheval closed 6 years ago
1
add ability to cache resampler results, as an alternative to individual models

#40 shane-kercheval closed 6 years ago
0
add ExtraTreesClassifier and ExtraTreesRegressor

#39 shane-kercheval closed 6 years ago
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add R2 Score

#38 shane-kercheval closed 6 years ago
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add F-Beta Score

#37 shane-kercheval closed 6 years ago
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Refactor Scores/Evaluators to a single Equation(?) class

#36 shane-kercheval closed 6 years ago
1
Update RemoveCorrelationsTransformer to not use .as_matrix

#35 shane-kercheval closed 6 years ago
0
add Generalized Additive Models (GAMs)

#34 shane-kercheval opened 6 years ago
0
Add Regression/Smoothing Splines; Local Regression

#33 shane-kercheval opened 6 years ago
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add "logging" capability

#32 shane-kercheval opened 6 years ago
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Add Residual Standard Error (RSE) to RegressionEvaluator

#31 shane-kercheval opened 6 years ago
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implement “one-standard-error” rule for ModelTuner

#30 shane-kercheval opened 6 years ago
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add ability to get Shapley Values

#29 shane-kercheval opened 6 years ago
0
add ability for ModelWrapper to cache first e.g. 10 rows of the transformed data (in order to spot-check transformations)

#28 shane-kercheval closed 6 years ago
0
One-vs-All and One-vs-One Classifiers

#27 shane-kercheval opened 6 years ago
0
importing `statsmodels` results in warning

#26 shane-kercheval closed 6 years ago
1
ImputationTransformer should have the ability to treat empty strings as NA

#25 shane-kercheval opened 6 years ago
0
Imputation by Multiple Groups

#24 shane-kercheval opened 6 years ago
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ImputationTransformer should have the ability to treat zeros as NA

#23 shane-kercheval closed 6 years ago
0
Imputation Transformers should have the ability include (only) or exclude specific columns.

#22 shane-kercheval closed 6 years ago
0
ModelStacker - add support for multi-class, if it doesn't already work.

#21 shane-kercheval opened 6 years ago
0
Add Timing to Unit Tests (e.g. fail if too slow)

#20 shane-kercheval opened 6 years ago
0
Nested Cross-Validation

#19 shane-kercheval opened 6 years ago
0
Add Cubist Regression Model

#18 shane-kercheval opened 6 years ago
0
Add {LQRM}DA Models

#17 shane-kercheval opened 6 years ago
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Add K-Nearest Neighbors Model

#16 shane-kercheval opened 6 years ago
0
Add Nearest-Shrunken-Centroids Model

#15 shane-kercheval opened 6 years ago
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Add Naive-Bayes Model

#14 shane-kercheval opened 6 years ago
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Add XGBoost model

#13 shane-kercheval closed 6 years ago
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Feature Importance for Supporting Models

#12 shane-kercheval opened 6 years ago
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Gain/Lift Charts

#11 shane-kercheval closed 6 years ago
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hierarchical models

#10 shane-kercheval opened 6 years ago
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Imputation by Group

#9 shane-kercheval closed 6 years ago
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finish/test `StratifiedMonteCarloResampler`

#8 shane-kercheval opened 6 years ago
0