SystologyTraining
- ML Experiments
—
Machine-Learning
,
Training
Guidance for reproducible, resource-aware machine learning experiments; leveraging lightweight MLOps primitives, strict environment versioning, seed management, and rigorous, deterministic model evaluation protocols.
- Privacy-Preserving Federated Learning Platform
—
Data-Pipelines
,
Machine-Learning
,
Privacy
and +1 more
A secure platform design for advanced federated learning pipelines; training models directly across edge devices without sharing raw telemetry, utilizing secure local aggregation and robust privacy safeguards.