Top 4 conformal-prediction Open-Source Projects

awesome-conformal-prediction

6 3,381 9.5

A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-source libraries.

Project mention: Dive Deep into Conformal Prediction with This Ultimate Resource Compilation | news.ycombinator.com | 2024-04-15

fortuna

5 851 8.2 Python

A Library for Uncertainty Quantification.
InfluxDB

www.influxdata.com sponsored

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.
conformal-prediction

1 648 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).

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).