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Calibrated forecast features beat StandardScaler pipelines on river's own datasets — evidence, a companion package, and a PR offer

Status: Open.

#1946 In online-ml/river;

· microprediction opened on Jul 9, 2026

Strict typing all modules

Status: Open.

#1944 In online-ml/river;

· mugulmd opened on Jul 6, 2026

Migrate all mini-batch (_many) methods to narwhals for dataframe-agnostic support

Enhancement

Good first issue

Status: Open.

#1919 In online-ml/river;

· MaxHalford opened on Jun 24, 2026

Implement Bayesian logistic regression

Needs researching

New feature

Status: Open.

#1917 In online-ml/river;

· MaxHalford opened on Jun 24, 2026

Drift module roadmap: broaden detector coverage + build an evaluation harness (6-month focus)

Enhancement

Status: Open.

#1914 In online-ml/river;

· MaxHalford opened on Jun 23, 2026

Explore: move linear_model mini-batch learning into Rust (true per-sample SGD)

Enhancement

Needs researching

Status: Open.

#1912 In online-ml/river;

· MaxHalford opened on Jun 23, 2026

FSRS

Needs researching

New feature

Status: Open.

#1840 In online-ml/river;

· MaxHalford opened on Apr 27, 2026

Make AMF estimators drift resilient

Enhancement

Needs researching

Status: Open.

#1826 In online-ml/river;

· MaxHalford opened on Apr 15, 2026

Run River on MicroPython

Needs researching

Status: Open.

#1811 In online-ml/river;

· MaxHalford opened on Apr 14, 2026

Feature Request: Online Limited Memory BFGS

New feature

Status: Open.

#1725 In online-ml/river;

· linjing-lab opened on Nov 13, 2025

Feature request: Extremely Fast Hoeffding Adaptive Tree

Enhancement

Status: Open.

Feature

#1718 In online-ml/river;

· jsvobo opened on Nov 5, 2025

Controlling the cleanup of DBStream

Enhancement

Status: Open.

#1709 In online-ml/river;

· zhongmiaoretell opened on Sep 16, 2025