AutoBound automatically computes upper and lower bounds on functions.
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Updated
Oct 24, 2025 - Python
AutoBound automatically computes upper and lower bounds on functions.
Pandas Interval Set Operations: providing methods for set operations, analytics, lookups and joins on pandas' Interval, IntervalArray and IntervalIndex
Rigorous Global Branch-and-Bound Optimizer
Boundary analysis based Reachability analysis Toolbox for dynamic systems in Python
IntvalPy - a Python interval computation library (interval arithmetic)
Experiments from Efficient Training of Interval Neural Networks for Imprecise Training Data
A python port of the OpenCossan Interval Predictor Model toolbox
An Intervals Library Implemented in Pure Python
Certified first 1,000 nontrivial zeros of the Riemann zeta function using a dual-evaluator (mpmath ζ + η‐series) contour method with strict Krawczyk isolation and automatic refinement.
Certified log-concavity of the Riemann-Jacobi kernel with Arb/FLINT ball-arithmetic certificates. Source-critical audit of the Polya-type real-zero criterion. No unconditional RH claim.
N/U Algebra: A Conservative Linear Approach to Uncertainty Propagation
A Python Interval Arithmetic Module
Arbitrary precision floating / ball arithmetic (interval arithmetic) dtype in NumPy / array API
Python librarY for UNcertainty analysis in liGhtwEight desiGn with IntervalS and fuzzy numberS
Small lightweight library for Python (version >= 3.7) that performs basic Interval and Fuzzy Arithmetic.
Pre-registered, kernel-checked certification of a pretrained language model — full-vocabulary exact-real next-token certificates, a Hoeffding population bound announced by the verifier itself, and honest limits throughout
Certified spectral instability of the excited De Gregorio profile f₃ - interval-arithmetic certificates, one-command reproduction, and diagnostics for CAP pipelines.
Interval arithmetic for Python using algebraic data types
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