Scikit Learn Python Python Packages

alt-profanity-check

A fast, robust library to check for offensive language in strings, dropdown replacement of "profanity-check".

scalecast

The practitioner's forecasting library

cerium-delta

Real-time neural network observability platform for monitoring activations, gradients, information flow, and architecture health.

markov-kmeans

Early stopping for K-means: stop when only boundary points still switch clusters, and settle them from their own label history. Shorter runs, uncertainty flags, soft memberships. Exact Lloyd, mini-batch and EMA (constant-step) training. scikit-learn compatible.

leakhound-ml

Find the data leakage inflating your ML score — duplicates, temporal, target, group, adversarial, and homology (protein/DNA) leaks — and measure the damage. One command, CI-ready.

bayeshalvingsearchcv

scikit-learn-compatible hyperparameter search: BayesHalvingSearchCV (or HalvingBayesianSearchCV - Bayesian/GP) and PatternSearchCV (Hooke-Jeeves), with multi-fidelity data growth for faster tuning on large datasets

scalecastdev

The practitioner's forecasting library

delayedsparse

Efficient sparse matrix implementation for various "Principal Component Analysis"