The world never stops changing.
OpenMIA is a brain-inspired continual learning framework that lets neural networks accumulate knowledge over time without forgetting what they already know.
Learn forever. Forget nothing.
Continual Learning
CoreLearn new tasks sequentially without forgetting previous ones. Our replay-based and regularization strategies preserve existing knowledge while integrating new information, just as the brain consolidates memories during sleep.
Brain-Inspired Architecture
NeuroscienceInspired by the hippocampal-neocortical memory system, OpenMIA separates fast episodic encoding from slow cortical consolidation. New experiences are quickly encoded, then gradually integrated into long-term weights.
Multimodal & VLM Ready
Coming SoonNot just images or text. OpenMIA is built for the multimodal future. Native integration with Vision-Language Models lets your system continuously learn from images, text, video, and beyond in a unified latent space.
Open Source & Research-First
Open SourceEvery algorithm, every benchmark, every paper is open. Plug-and-play strategies like EWC, Replay, PackNet, and DER++ ship behind a unified API so you can reproduce strong results in under 10 lines of code.
Three stages.
Infinite knowledge.
1from mia import ContinualLearner, DataStream23# Build a continuous stream from any source4stream = DataStream.from_sources(5 images="./data/new_scenes/",6 labels="./data/annotations/",7 detect_tasks=True, # auto task boundary8)910print(f"Tasks detected: {stream.num_tasks}")11# Tasks detected: 12
Built like the brain.
Every component in OpenMIA maps to a known neuroscientific mechanism. We do not just borrow metaphors. We translate the actual computational principles that make biological memory so efficient. That balance extends from learning plasticity to memory stability, letting the system adapt quickly without sacrificing durable knowledge.
Performance you
can measure.
Works with everything
you already use.
200+ pre-built integrations. Connect your entire stack in minutes.
Trust is
non-negotiable.
Enterprise-grade security is not optional. It is built into every layer of our platform, from infrastructure to application.
SOC 2 Type II
Independently audited security controls with continuous monitoring.
End-to-end encryption
AES-256 encryption for data at rest and TLS 1.3 in transit.
Zero-trust architecture
Every request is authenticated and authorized. No exceptions.
GDPR & HIPAA
Full compliance with data protection and healthcare regulations.
Built by devs.
For devs.
A thoughtfully designed SDK that gets out of your way. Ship faster with intuitive APIs and exceptional documentation.
TypeScript native
Full type safety with auto-generated types.
Zero config
Sensible defaults that just work.
Edge-ready
Runs anywhere: Node, Deno, Bun, browsers.
12KB gzipped
Lightweight with zero dependencies.
npm install @optimus/sdk# oryarn add @optimus/sdkpnpm add @optimus/sdk
"Optimus transformed our deployment pipeline. What used to take hours now happens in seconds."
Sarah Chen
CTO, Meridian Labs
10x faster deployments
Trusted by forward-thinking teams
Open source
at heart.
The core framework is free forever. Scale with us when you are ready to move to production.
Free
For researchers and individuals exploring continual learning
- All open-source algorithms (EWC, Replay, DER++, PackNet...)
- Up to 3 concurrent experiments
- Community Discord support
- Standard benchmarks (Split-CIFAR, Permuted-MNIST...)
- Local training only
- MIT License
Pro
For teams shipping continual learning in production
- Everything in Free
- Unlimited experiments & runs
- Cloud training & experiment tracking
- Priority email support
- Private model registry
- Advanced benchmarks & leaderboards
- REST API access
- SSO / team seats
Team
For enterprises deploying at scale
- Everything in Pro
- On-premise deployment
- Dedicated support engineer
- SLA guarantee
- Custom algorithm development
- Joint research collaboration
- White-label options
- Custom contracts & billing
All plans include automatic updates and the full open-source codebase. Star us on GitHub
Ready to build
something great?
Join thousands of teams shipping faster with Optimus. Start free, scale infinitely.
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