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Add Support for Neural Ratio Estimation (NRE)

featureNew feature or requestNew feature or request

Status: Open.

Feature

#585 In bayesflow-org/bayesflow;

· LarsKue opened on Oct 10, 2025

· 

BayesFlow 2.1

[WIP] Add automatically generated LLM context files

draftDraft Pull Request, Work in ProgressDraft Pull Request, Work in Progress

featureNew feature or requestNew feature or request

Status: Draft (not ready).

bayesflow-org/bayesflownumber 575

#575 In bayesflow-org/bayesflow;

· elseml opened on Sep 17, 2025

Multiple summary networks with identical inputs

featureNew feature or requestNew feature or request

Status: Open (in progress).

bayesflow-org/bayesflownumber 563

#563 In bayesflow-org/bayesflow;

· vpratz opened on Aug 23, 2025

[FEATURE] <code>Adapter.gather()</code>

featureNew feature or requestNew feature or request

good first issueGood for first-time contributorsGood for first-time contributors

user interfaceChanges to the user interface and improvements in usabilityChanges to the user interface and improvements in usability

Status: Open.

#509 In bayesflow-org/bayesflow;

· jerrymhuang opened on Jun 11, 2025

[FEATURE] <code>Adapter.reshape()</code>

featureNew feature or requestNew feature or request

good first issueGood for first-time contributorsGood for first-time contributors

user interfaceChanges to the user interface and improvements in usabilityChanges to the user interface and improvements in usability

Status: Open.

#508 In bayesflow-org/bayesflow;

· jerrymhuang opened on Jun 11, 2025

Add support for graphical simulators

draftDraft Pull Request, Work in ProgressDraft Pull Request, Work in Progress

featureNew feature or requestNew feature or request

Status: Open (in progress).

bayesflow-org/bayesflownumber 487

#487 In bayesflow-org/bayesflow;

· daniel-habermann opened on May 23, 2025

Hierarchical Models in 2.0

featureNew feature or requestNew feature or request

Status: Open.

#461 In bayesflow-org/bayesflow;

· stefanradev93 opened on May 5, 2025

· 

BayesFlow 2.1

Add Padding to Adapter

featureNew feature or requestNew feature or request

good first issueGood for first-time contributorsGood for first-time contributors

user interfaceChanges to the user interface and improvements in usabilityChanges to the user interface and improvements in usability

Status: Open.

Feature

#415 In bayesflow-org/bayesflow;

· LarsKue opened on Apr 15, 2025

Add 2D map of summary space as diagnostic to assess model misspecification

featureNew feature or requestNew feature or request

Status: Open.

Feature

#409 In bayesflow-org/bayesflow;

· vpratz opened on Apr 14, 2025

[Feature request] Bayesian Neural Networks as Inference Networks

featureNew feature or requestNew feature or request

Status: Open.

Feature

#371 In bayesflow-org/bayesflow;

· philippreiser opened on Mar 25, 2025

Dynamic constraints?

discussionDiscuss a topic or question not necessarily with a clear output in mind.Discuss a topic or question not necessarily with a clear output in mind.

featureNew feature or requestNew feature or request

sugarSyntactical sugar or quality of life improvementsSyntactical sugar or quality of life improvements

Status: Open.

#356 In bayesflow-org/bayesflow;

· Kucharssim opened on Mar 14, 2025

Allow Pydantic models for network configs

featureNew feature or requestNew feature or request

good first issueGood for first-time contributorsGood for first-time contributors

sugarSyntactical sugar or quality of life improvementsSyntactical sugar or quality of life improvements

user interfaceChanges to the user interface and improvements in usabilityChanges to the user interface and improvements in usability

Status: Open.

Feature

#344 In bayesflow-org/bayesflow;

· LarsKue opened on Mar 5, 2025

· 

BayesFlow 2.1