Launched this week
PySynthData
Synthetic Data Generation simulating real world data
9 followers
Synthetic Data Generation simulating real world data
9 followers
Generate realistic synthetic worlds for: AI training data (GDPR/HIPAA compliant) Robotics fleet simulation (100+ robots, ROS2-native) Data pipeline stress testing (5 calibrated chaos levels) Enterprise digital twins Reproducible research datasets Try it - pip install pysynthdata
pip installed it on a lark and the chaos levels for stress testing are surprisingly thoughtful, not just random failures thrown at your pipeline.
The chaos levels being calibrated rather than just a random slider is a really thoughtful detail for pipeline stress testing. Most synthetic data tools leave you guessing how to actually break things meaningfully.
Honestly the ROS2-native robotics sim looks super useful, but one thing that would help a lot is adding a web-based scenario preview so you can tweak parameters and see the world before running a full pipeline. Would save a ton of iteration time when you're trying to nail down edge cases.
love that this skips the cloud setup entirely - just pip install and you're generating worlds. honestly the calibrated chaos levels for stress testing is the kind of thoughtful detail you only get from people who've actually been paged at 3am because of a pipeline failure.
The ROS2 integration stood out when I spun up a quick fleet sim, super smooth and the chaos levels actually feel useful for stress testing pipelines.