howso-engine-py 54.1.3

What's Changed

• 24937: Fixes bugs in _get_unique_count/values in IFA, improves JSON features test stability by @apbassett in #576

• 24969: Removes deprecated pytz in favor of zoneinfo by @apbassett in #578

• 24970: Adds "container" original_type to IFA, bumps Amalgam, HSE versions by @apbassett in #579

Full changelog: 15f56d5...1d77d23

howso-engine-py 54.1.2

What's Changed

• 24945: Fixes Pandas warning in IFA by @jdbeel in #574

• 00000: Updates Amalgam, HSE versions by @apbassett in #575

Full changelog: ee7b132...15f56d5

howso-engine-py 54.1.1

What's Changed

• 24923: Adds unit test for non-standard DataFrame indices (IFA/ADCs) by @apbassett in #571

• 24883: Fixes bug in IFA where an ID feature's data_type is forced to "number" when it shouldn't by @apbassett in #572

• 00000: Updates howso-engine version by @apbassett in #573

Full changelog: 709602f...ee7b132

howso-engine-py 54.1.0

What's Changed

• 24853: Adds primitive subtype preservation logic for JSON features, MINOR by @apbassett in #570

Full changelog: 9a79e22...709602f

howso-engine-py 54.0.1

What's Changed

• 24809: Speeds up time series IFA by @jackx111 in #550

• 24865: Adds support for tokenizable strings to IFA for ADCs by @apbassett in #568

• 24925: Fix time series IFA with null time values. by @dmaze in #569

Full changelog: 86c65ad...9a79e22

howso-engine-py 54.0.0

What's Changed

• 24897: Fixes parameters for reduce_data(), MAJOR by @howsoRes in #565

• 24906: Removes automatic detection for tokenizable strings by @apbassett in #566

• 24908: reset random seed when creating a trainee by @dmaze in #567

Full changelog: 3c5b5a3...86c65ad

howso-engine-py 53.1.0

What's Changed

• 24821: Adds reduce_only flag to analyze(), MINOR by @howsoRes in #563

• 00000: Updates Amalgam/HSE versions by @apbassett in #564

Full changelog: baf3317...3c5b5a3

howso-engine-py 53.0.1

What's Changed

• 24872: Corrects imports of deprecated collection types by @fulpm in #562

Full changelog: 078d123...baf3317

howso-engine-py 53.0.0

What's Changed

• 24859: Use loose-bounds function for timeseries rates/deltas by @mkoistinen in #560

• 24848: Adds value_robust_contributions_buckets parameter to react_aggregate, MINOR by @cademack in #561

• 24843: Implements detection and support for tokenizable string data types, MAJOR by @apbassett in #559

Full changelog: 0493392...078d123

howso-engine-py 52.0.0

What's Changed

• 24840: Adjusts formatting of prediction_stats detail, enhances error message, MAJOR by @apbassett in #558

Full changelog: 407f176...0493392