Continual Learning Python Packages

honcho-ai

Memory library for building stateful agents

stashai

Shared memory for your team's coding agents

yolozu

Framework-agnostic vision toolkit for training and evaluation

avalanche-lib

Avalanche: an End-to-End Library for Continual Learning based on PyTorch.

darwin-memo

Self-curating memory for LLM agents: MeMo-style external memory kept honest by survival-based selection. No reward models, no judges.

honcho-cli

Memory library for building stateful agents

continuum

A clean and simple data loading library for Continual Learning

arc-atlas

Atlas is infrastructure for continual learning in LLM agents.

dash-pytorch

Implementation of DASH, Warm-Starting Neural Network Training in Stationary Settings without Loss of Plasticity

continual-learning-utils

Code for continual learning concept demonstration

adaptergate

CI gate for per-tenant LoRA adapters that update online. Slice-level reject explain. Serving-stack agnostic.

streamgen

Python framework for generating streams of labeled data.

proglearn

NeuroData's package for exploring and using progressive learning algorithms

cssegmentation

CSSegmentation: An Open Source Continual Semantic Segmentation Toolbox Based on PyTorch.

trioron

This is a repo built to maintain and provide update on Triorons-based Networks research and API.

a-evolve

Evolve any agent across any domain using any evolution algorithm — with zero human intervention

honcho-crewai

CrewAI integration with Honcho for persistent agent memory

agentodyssey

Open-Ended Long-Horizon Text Game Generation Engine and Evaluation Framework for Test-Time Continual Learning Agents

clarena

An open-source machine learning package for continual learning research

clloader

A DataLoader library for Continual Learning in PyTorch.

clloader-arthurdouillard

A DataLoader library for Continual Learning in PyTorch.

sequel-core

A Continual Learning Framework for both Jax and PyTorch.

continnum

A clean and simple data loading library for Continual Learning

dm-nevis

NEVIS'22: Benchmarking the next generation of never-ending learners