muellerberndt / cadence
A brain that learns from live experience. System 1 by default: perception, memory, plasticity and action. Optional System 2 for self-observation and slow corrections.
Why this job: matched by what the repo talks about: memory, system, brain, self
What it does
Cadence is a Python library (NumPy, Python 3.11 or later) for brains that settle rather than compute a pass: a graph of rate neurons relaxes to an equilibrium under the observation, the action is read from that equilibrium, and every synapse learns from the difference between two settles, with no backward pass and no training/inference switch.
Get started
No single install command. Read the steps in the README (opens in new tab)
- Maintenance
- Active
- Last commit today
- Stars
- 624
- +100 this week
- Licence
- GPL-3.0
- Share-alike terms
- Downloads for
- None listed
- No release files
- Latest version
- v0.98.0
- Released yesterday
- Built with
- Python
- 97% of the code
Is it looked after?
- Contributors
- 1
- Last 90 days
- Issues
- 85% closed
- 33 still open
- Pull requests
- 92 merged
- 1 waiting
- Releases
- 70
- 30+ in the last year
- Contributing guide (opens in new tab)
- No security policy
- No code of conduct
More: languages, topics and project record
Languages
- Python 97%
- HTML 3%
- Shell <1%
Topics
- machine-learning
- embodied-ai
- online-learning
- python
- recursive-networks
- research
- equilibrium-networks
- brain-inspired
- local-learning
- robotics
Project record
- JobAgent memory
- StatusListed
- Commits1,876
- Forks77
- Watching3
- Stars in 28 days+180
- CreatedSep 7, 2026
- First seen by usNov 7, 2026
- CheckedNov 12, 2026