Jupyter Notebook uncertainty-quantification Projects

conformal-prediction

1 650 3.8 Jupyter Notebook

Lightweight, useful implementation of conformal prediction on real data.
conformal_classification

2 211 0.0 Jupyter Notebook

Wrapper for a PyTorch classifier which allows it to output prediction sets. The sets are theoretically guaranteed to contain the true class with high probability (via conformal prediction).
InfluxDB

www.influxdata.com featured

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).