alteryx/evalml

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EvalML is an AutoML library written in python.

Stars: 850
Forks: 96
Open beginner issues: 0
Indexed issues: 316

Dominant language: Python
License: BSD-3-Clause
Last GitHub push: Nov 13, 2024
Latest indexed: Sep 13, 2026
Contributing guide: Contributing guide
Code of conduct: No code of conduct
Beginner labels: good first issue
PR merge metrics: No merged PRs in 30d

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316 open issues indexed

time_budget parameter might not be strict enough for harder problems Open

alteryx/evalml#3827 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Allow OrdinalEncoder to have unsorted numeric categories Open

new feature

alteryx/evalml#3838 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Add 5 Minute Quick Start guide to index page Open

documentation

alteryx/evalml#3840 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Headers are overwritten and unreadable on Index Open

documentation

alteryx/evalml#3843 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
automl.search() fail for run or returning error Open

bug

alteryx/evalml#3846 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Use `ww.init_series(schema=schema)` to retain origin in partial dependence Open

new feature

alteryx/evalml#3847 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
support multi label classification problem Open

new feature

alteryx/evalml#3855 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
[ENH] Support for Panel Data and Hierarchical Time Series Open

new feature

alteryx/evalml#3867 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Update EvalML to be compatible with the new Woodwork `Boolean` inference Open

tech debt

alteryx/evalml#3880 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Invalid logical type error for data while on its own (infer_feature_types) Open

bug

alteryx/evalml#3886 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Handle different categories in training vs holdout data for Ordinal Encoder Open

alteryx/evalml#3889 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Investigate `ParameterNotUsedWarning` for time series pipelines Open

alteryx/evalml#3891 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
MissingComponentError: Component "Elastic Net Regressor" was not found` Open

alteryx/evalml#3911 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
precision_recall_curve can raise `ValueError: unknown format is not supported` when nullable types are used Open

alteryx/evalml#3922 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Unpin `category-encoders` dependency Open

alteryx/evalml#3935 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Add support for plotting time series target data Open

new feature

alteryx/evalml#3955 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Error while running make_pipeline_from_data_check_output while applying data checks suggestion Open

bug

alteryx/evalml#3956 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Use `.apply` to change categories' dtype in `handle_float_categories_for_catboost` Open

alteryx/evalml#3973 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
LogTransformer can raise `TypeValidationError` if integer nullable y is passed in Open

alteryx/evalml#3976 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Use enable_categorical flag in XGBClassifier to avoid encoding categorical features Open

alteryx/evalml#3988 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
ARIMARegressor should fill boolean nans with the mode then convert to double to fully support boolean values Open

new feature

alteryx/evalml#4009 · 3 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
TimeSeriesImputer: Remove nullable type handling when pandas adds nullable type support for interpolate Open

alteryx/evalml#4014 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Loading a trained Catboostregressor leads to crash in prediction Open

bug

alteryx/evalml#4025 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Make `_drop_time_index()` public and call when using `transform_all_but_final()` Open

enhancement refactor

alteryx/evalml#4028 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
`generate_pipeline_example` does not work on Windows Open

bug

alteryx/evalml#4047 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 13, 2026
Remove prophet-specific testing Open

alteryx/evalml#4048 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 13, 2026
SimpleImputer can raise `TypeConversionError` if `mean` or `median` strategy used with boolean data Open

alteryx/evalml#4050 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Remove workarounds from Catboost incompatibility with string categories Open

alteryx/evalml#4051 · 3 comments · 0 reactions · 1 assignee · Indexed Sep 13, 2026
TimeSeriesImputer should not allow interpolate as strategy for boolean or categorical targets Open

alteryx/evalml#4053 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Oversampler: Remove nullable type handling when support is added in sklearn Open

alteryx/evalml#4067 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Uncap `nbsphinx` Open

alteryx/evalml#4073 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Make EvalML compatible with new object inference in woodwork Open

alteryx/evalml#4074 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 13, 2026
Add support for passing LatLong into AutoML Search Open

alteryx/evalml#4076 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Change `_schema_is_equal` to allow nullable and non nullable types to be used interchangably between train and test data Open

alteryx/evalml#4077 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Improve "Stored" Seasonal Sample Open

alteryx/evalml#4090 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 13, 2026
TargetDistributionDataCheck: Add support for nullable logical types - scipy nullable type incompatibilities Open

alteryx/evalml#4092 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Investigate better way to make integer grid values for partial dependence Open

alteryx/evalml#4100 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Decomposer: Remove nullable type handling once IntegerNullable is fully supported Open

alteryx/evalml#4104 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Extract training predictions per fold Open

new feature

alteryx/evalml#4108 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Optionally accept featuretools feature objects in `generate_pipeline_example` Open

alteryx/evalml#4110 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 13, 2026
Raise an error if an the target column has an invalid logical type Open

alteryx/evalml#4117 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Predict does not work because of data type mismatch for same dataframe. Open

alteryx/evalml#4124 · 10 comments · 0 reactions · 1 assignee · Indexed Sep 13, 2026
Change `_schema_is_equal` check to `_schema_is_compatible` and use training schema for predict data Open

alteryx/evalml#4133 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Update the first `InvalidTargetDataCheck` doctest to use the default behaviour of `drop` instead of `impute` Open

documentation

alteryx/evalml#4134 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
problems when importing Open

alteryx/evalml#4139 · 3 comments · 3 reactions · 0 assignees · Indexed Sep 13, 2026
`PerColumnImputer` can raise `woodwork.exceptions.TypeConversionError` if float values are imputed into `Int64` data Open

alteryx/evalml#4150 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Integrate `check_distribution` into recommendation score Open

alteryx/evalml#4183 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 13, 2026
Possible AutoMLSearch run using gpu ? Open

new feature

alteryx/evalml#4191 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Trained pipelines must be unique but get_pipeline() returns same pipeline names Open

bug

alteryx/evalml#4192 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Remove empty "attachment" metadata entry in pre-commit notebook cleanup Open

documentation

alteryx/evalml#4222 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026

alteryx/evalml

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