Projects in Awesome Lists tagged with identifiability

A curated list of projects in awesome lists tagged with identifiability .

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https://github.com/phlippe/BISCUIT

Official code of the paper "BISCUIT: Causal Representation Learning from Binary Interactions" (UAI 2023)

causal-representation-learning deep-learning embodied-ai identifiability

Last synced: 17 Sep 2025

https://github.com/insysbio/likelihoodprofiler.jl

LikelihoodProfiler is a Julia package for practical identifiability analysis and confidence intervals estimation.

confidence-intervals identifiability identifiability-analysis julia likelihood systems-biology

Last synced: 21 Oct 2025

https://github.com/santikka/causaleffect

causaleffect: R package for identifying causal effects.

causal-inference causal-models causality-algorithms directed-acyclic-graph graphs identifiability identification igraph r

Last synced: 08 Apr 2025

https://github.com/santikka/cfid

cfid: R package for identifying counterfactuals.

causal-inference causal-models causality-algorithms counterfactual counterfactuals directed-acyclic-graph identifiability

Last synced: 05 Oct 2025

https://github.com/christopher-altman/noise-aware-qnn-identifiability

When performance survives noise, identifiability may not.

identifiability neural-quantum-models noise-robustness quantum quantum-machine-learning quantum-machine-learning-simulation variational-quantum-circuits verification

Last synced: 22 Jan 2026

https://github.com/grosstor/identiflow

Identifiability and experimental design in perturbation studies

experimental-design identifiability matroid maximum-flow network-inference reverse-engineering systems-biology

Last synced: 04 Apr 2025

https://github.com/jaabmar/ramen

Implementation for the paper "Doubly robust identification of treatment effects from multiple environments"

causal-inference double-robust identifiability machine-learning observational-study treatment-effects

Last synced: 27 Apr 2026

https://github.com/christopher-altman/sqnt-hardware-demo

Adaptive quantum networks in practice: superposed graph topologies and operator-space spatialization, with reproducible hardware-relevant demos and figures.

adaptive-quantum-networks deterministic-experiments graph-neural-networks hardware-aware-ml identifiability inverse-problems mixture-models model-identifiability numpy operator-space pennylane qiskit quantum-compilation quantum-machine-learning quantum-neural-networks reproducible-research superposed-graph-topologies superpositional-topologies support-recovery topology-learning

Last synced: 22 Jan 2026

https://github.com/rpatrik96/lti-ica

Independent Component Analysis in Linear Time-Invariant Systems

artificial-intelligence causal-inference causality control-systems gaussian identifiability identification lti machine-learning machine-learning-algorithms representation-learning

Last synced: 16 Oct 2025

https://github.com/dynamical-inference/ituna

🐟 ituna – tune machine learning models for empirical identifiability and consistency

hyperparameter-optimization hyperparameter-tuning identifiability pytorch sklearn

Last synced: 04 Mar 2026