upgini - 1.2.0

1. Refactor search key normalization & data quality logic

2. Added new AutoFE operands

3. Full support for imbalanced classification

4. Full support for IPv6 search keys

- Python
Published by c3p0upgini over 1 year ago

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- Python
Published by c3p0-upgini over 2 years ago

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Additional validations Pass File MD5 during upload

- Python
Published by spongini over 3 years ago

upgini - https://github.com/upgini/upgini/releases/tag/1.1.17

Correct validation

- Python
Published by spongini over 3 years ago

upgini - https://github.com/upgini/upgini/releases/tag/1.1.18

Hotfix search keys check

- Python
Published by spongini over 3 years ago

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Metrics tests fix Correct random_state Add shuffle if date/datetime keys are not presented

- Python
Published by spongini over 3 years ago

upgini - https://github.com/upgini/upgini/releases/tag/1.1.10

Refactoring & improvements Update target_utils.py

- Python
Published by spongini over 3 years ago

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Calculate metrics only if features present Adding email list for demo notebook

- Python
Published by spongini over 3 years ago

upgini - https://github.com/upgini/upgini/releases/tag/1.1.11

Hotfix old dates

- Python
Published by spongini over 3 years ago

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Hotfix index search key

- Python
Published by spongini over 3 years ago

upgini - https://github.com/upgini/upgini/releases/tag/1.1.12

Bump version

- Python
Published by spongini over 3 years ago

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Refactoring and other improvements

- Python
Published by spongini over 3 years ago

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Check uploading file size

- Python
Published by spongini over 3 years ago

upgini - https://github.com/upgini/upgini/releases/tag/1.1.14

Refactoring and other improvements

- Python
Published by spongini over 3 years ago

upgini - https://github.com/upgini/upgini/releases/tag/1.1.15

Hotfix catboost categorical metrics

- Python
Published by spongini over 3 years ago

upgini - https://github.com/upgini/upgini/releases/tag/1.1.8

Code refactoring, performance optimizations

- Python
Published by spongini over 3 years ago

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Fix, join X and y

- Python
Published by spongini over 3 years ago

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Change deduplication strategy on fit and transform

- Python
Published by spongini over 3 years ago

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Restore for FeatureEnricher object

- Python
Published by spongini over 3 years ago

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Fix, correct error message Change example API token to new one Convert phone to int

- Python
Published by spongini over 3 years ago

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Fix, correct min rows check

- Python
Published by spongini over 3 years ago

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Fix, correct message for restore existing search

- Python
Published by spongini over 3 years ago

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Change version inference

- Python
Published by spongini over 3 years ago

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Search keys normalization

- Python
Published by spongini over 3 years ago

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Add feature_importance to FE Fix cell numeration Binder launch speedup

- Python
Published by spongini over 3 years ago

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Extended feature selection

- Python
Published by spongini over 3 years ago

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Remove accurate model setting

- Python
Published by spongini over 3 years ago

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Validation for FeatureEnricher constructor params

- Python
Published by spongini over 3 years ago

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Fix, FeatureEnricher arguments

- Python
Published by spongini over 3 years ago

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Support for older pandas versions

- Python
Published by spongini over 3 years ago

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Fix, system record id bug

- Python
Published by spongini over 3 years ago

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Fix, system record id bug

- Python
Published by spongini over 3 years ago

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Change min rows count

- Python
Published by spongini over 3 years ago

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Allow to override task type

- Python
Published by spongini over 3 years ago

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Fix, non string column names

- Python
Published by spongini over 3 years ago

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Sampling for input dataset

- Python
Published by spongini over 3 years ago

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Fix, task type

- Python
Published by spongini over 3 years ago

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Target check

- Python
Published by spongini over 3 years ago

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Sample eval sets datasets

- Python
Published by spongini over 3 years ago

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Remove features with high cardinality

- Python
Published by spongini over 3 years ago

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Fix, datetime search key

- Python
Published by spongini over 3 years ago

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High cardinality check

- Python
Published by spongini over 3 years ago

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Remove constant and empty features from dataset

- Python
Published by spongini over 3 years ago

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Fix, cardinality check

- Python
Published by spongini over 3 years ago

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Fix, imbalanced multiclass with string target

- Python
Published by spongini over 3 years ago

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Fix, undersampling

- Python
Published by spongini over 3 years ago

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Fix undersampling unbalanced etalon with string target More tests

- Python
Published by spongini over 3 years ago

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Check contant or empty columns

- Python
Published by spongini over 3 years ago

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Validation for multiclass target

- Python
Published by spongini over 3 years ago

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Pass cv_type parameter to backend Fix, code refactoring

- Python
Published by spongini over 3 years ago

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BlockedTimeSeries CV

- Python
Published by spongini over 3 years ago

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Metrics on eval set

- Python
Published by spongini over 3 years ago

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Geo based search keys

- Python
Published by spongini over 3 years ago

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Correct metrics

- Python
Published by spongini over 3 years ago

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Sort dataset on fit

- Python
Published by spongini over 3 years ago

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Geo search keys normalization

- Python
Published by spongini over 3 years ago

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Geo search keys code refactoring

- Python
Published by spongini over 3 years ago

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Override default RMSLE metric calculation Correct geo search keys normalization

- Python
Published by spongini over 3 years ago

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Support timeseries CV

- Python
Published by spongini over 3 years ago

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Full support for the datetime as a search key Rename ISO to COUNTRY

- Python
Published by spongini over 3 years ago

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Support for the custom search keys Change result features format to parquet

- Python
Published by spongini over 3 years ago

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Fix, country code Add files via upload

- Python
Published by spongini over 3 years ago

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Fix, int features with NaN in metrics calculation

- Python
Published by spongini over 3 years ago

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Fix, country_code support

- Python
Published by spongini over 3 years ago

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Fix, country code check

- Python
Published by spongini over 3 years ago

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Fix, metrics with constant cat features

- Python
Published by spongini over 3 years ago

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Fix, input dataframe validation code

- Python
Published by spongini over 3 years ago

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More input dataframe validation rules

- Python
Published by spongini over 3 years ago

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New parameter, max features limit

- Python
Published by spongini over 3 years ago

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Fix api_key caching

- Python
Published by spongini over 3 years ago

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First public stable release! Fill NaN for categorical columns

- Python
Published by spongini over 3 years ago

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Fix country code and lightgmb import

- Python
Published by spongini over 3 years ago

upgini - https://github.com/upgini/upgini/releases/tag/1.1.0

Removed dependecy - fork RandomUnderSampler

- Python
Published by spongini over 3 years ago

upgini - https://github.com/upgini/upgini/releases/tag/1.1.1

Code refactoring, performance optimizations Optimized access token code

- Python
Published by spongini over 3 years ago

upgini - https://github.com/upgini/upgini/releases/tag/1.1.2

Code refactoring, performance optimizations

- Python
Published by spongini over 3 years ago

upgini - https://github.com/upgini/upgini/releases/tag/1.1.3

Code refactoring, performance optimizations

- Python
Published by spongini over 3 years ago

upgini - https://github.com/upgini/upgini/releases/tag/1.1.4

Code refactoring, performance optimizations

- Python
Published by spongini over 3 years ago

upgini - https://github.com/upgini/upgini/releases/tag/1.1.5

Code refactoring, performance optimizations

- Python
Published by spongini over 3 years ago

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Code refactoring, performance optimizations

- Python
Published by spongini over 3 years ago

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Code refactoring, performance optimizations

- Python
Published by spongini over 3 years ago

upgini - https://github.com/upgini/upgini/releases/tag/1.1.6

Fix, index as a search key

- Python
Published by spongini over 3 years ago

upgini - https://github.com/upgini/upgini/releases/tag/1.1.7

Fix, second fit run with index as a search key

- Python
Published by spongini over 3 years ago