KausalFlowHamilFlow
Datasets of simple physical systems.
KausalFlow
We automate scientific discovery.
We care about the humans behind scientific discoveries. We are building systems to make the life of scientists easier. From instruments to data, from data to analytics.
Featured project
Homeostat
Plant data that knows why it moved.
Homeostat generates process-industry time series that behave like a real plant: closed control loops, drifting instruments, hidden disturbances and lab results that arrive hours late. Every value comes with the truth behind it.
- Live plants. Simulated plants that run day and night, with sensor data every ten minutes and lab results released weekly.
- A weekly benchmark. Every Friday, predict the past week's lab results from its sensor data, on your own or with an AI coding agent.
- Open source. A Python package (pip install homeostat) under the Apache-2.0 licence, with full documentation.
Projects
More from KausalFlow
Open tools, datasets and communities for research.
Kirsche
A Python package that builds up the connections between papers.
Swarm Notes
An automated research assistant that finds new papers, summarises them with AI and publishes them as a knowledge base you can browse.
Research Tools
A curated list of research tools from the community.
DataHerb
A Python package to create, search and load datasets.
Hugo Connectome
A Hugo theme for community notes, with backlinks and a graph of the notes.
NeuronStar
A community exploring neuroscience, machine learning, complex systems and intelligence.
What we care about
Automation
We care about the humans behind scientific discoveries.
- Data ManagementData management is the key to discovery and reproducibility. We keep your research data safe.
- Data AnalysisData analysis runners will help you run multiple analysis at the same time. Simply define your tasks, our runners will do the work, day or night.
- CommunityFind predefined tasks for common tasks by us. Find community shared tasks definitions and boost your productivity.
- Reproduce EverythingWe keep a log of all the analysis you did. No need to browse through all the folder to find your data and analysis.
- Lab KnowledgebaseKeep labnotes and share with collaborators when needed.