Adaptive Learning Python Packages

adaptive-classifier

A flexible, adaptive classification system for dynamic text classification

adaptive

:chart_with_upwards_trend: Adaptive: parallel active learning of mathematical functions

adaptive-scheduler

Run many functions (adaptively) on many cores (>10k-100k) using mpi4py.futures, ipyparallel, loky, or dask-mpi. :tada:

bgolearn

[arXiv:2601.06820] Offical implement of Bgolearn

paramonte

ParaMonte: Parallel Monte Carlo and Machine Learning Library for Python, MATLAB, Fortran, C++, C.

bgokit

A tool package for Bgolearn

pamiq-core

Framework for building AI agents with real-time adaptive learning capabilities.

wpemphase

[arXiv:2601.06820] Offical implement of Bgolearn

vsgenerator

[arXiv:2601.06820] Offical implement of Bgolearn

adaptive-autocomplete

Autocomplete engine built from scratch: pluggable predictors, explainable ranking, and a trigram index that runs 100x faster than BK-tree at scale