nubank / fklearn

fklearn: Functional Machine Learning

nubank/fklearn Issues

`lgbm_classification_learner` failing when using multiclass one-vs-all objective
Closed 8 months ago
Repetitive words in documentation
Closed a year ago
Categorical Features in lgbm_classification_learner not working
Closed 2 years ago1
Add an option to order by ascending/descending prediction in cumulative effect curves
Updated 2 years ago
Pipelines can't be nested as any other learner
Updated 2 years ago1
Include kwargs in the evaluator's wrappers
Updated 2 years ago
Improve fklearn build process for local testing/development
Updated 2 years ago1
“python_requires” should be set with “>=3.5”, as fklearn 2.0.0 is not compatible with all Python versions.
Closed 2 years ago3
Code style preferences
Updated 2 years ago
Migration plan for python 3.8, 3.9 or some "newer tooling"
Updated 2 years ago5
Dependency management
Updated 2 years ago5
Double/Debiased Resusing Models when Curried
Closed 3 years ago
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Closed 3 years ago
Potential dependency conflicts between fklearn and pandas
Updated 3 years ago2
Potential dependency conflicts between fklearn and numpy
Updated 3 years ago3
Allow fit params for LightGBM
Updated 4 years ago5
Problems to pickle pipelines in the 1.21.0
Updated 4 years ago
One-hot encoder's drop_first_column parameter does nothing
Closed 4 years ago
split_evaluator_extractor not fully compliant with split_evaluator
Closed 4 years ago2
Output encoded values into a new column
Closed 4 years ago1
Nested pipelines
Closed 4 years ago2
space_time_split_dataset slowness
Closed 4 years ago
"causal_inference.IPTW_learner" and "fklearn.documentation" missing
Updated 4 years ago1
Adapt code to avoid future and deprecation warnings from dependencies.
Closed 4 years ago1
Missing features removal with SimpleImputer
Updated 4 years ago
Not working with newer SHAP versions
Closed 4 years ago2
training.transformation.custom_transformer transformation_function should receive and return Series, not dataframe
Updated 4 years ago
Integration with other tools/frameworks
Updated 4 years ago2
Support for ONNX
Closed 4 years ago2
Allow fit params for CatBoost
Updated 4 years ago
quantile_biner
Updated 5 years ago
Imputer wrong return text
Updated 5 years ago
Is there a reason why the `object` in learner logs isn't inside the learner key?
Updated 5 years ago1
Parallel Split Evaluator
Updated 5 years ago
[Code Style] Do not use asserts to check correct input-args, raise errors
Closed 5 years ago
Make it possible to have a gap between training and holdout in time splitters
Closed 5 years ago1
Make things like xgboost, lgbm ... extra requirements
Closed 5 years ago5
split_evaluator_extractor throws KeyError if not all values are present
Closed 5 years ago
Missing pd_extractor documentation
Updated 5 years ago
Out of Time In space split is wrong on space_time_split_dataset function
Closed 5 years ago3
Missing information and duplicated lines on splitting.py
Updated 5 years ago
Misleading date interval in splitting.py file
Updated 5 years ago
Version `1.14.1` have an installation error
Closed 5 years ago1
Functional that adds a custom model to the pipeline
Closed 5 years ago3
A functional that takes a custom function and applies it to Data
Updated 5 years ago3
Typo on learner_doc_string of onehot_categorizer function
Closed 5 years ago
TypeError on regression.ipynb
Closed 5 years ago1
Keeping track of feature names after applying onehot_categorizer
Closed 5 years ago1
An example with categorical features
Updated 5 years ago2
Some imports from the example notebook don't work with the latest version.
Closed 5 years ago