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Runge–Kutta–Fehlberg (RKF45)

Status: Open.

#116 In soran-ghaderi/torchebm;

· soran-ghaderi opened on Feb 17, 2026

3/8-Rule RK4

Status: Open.

#114 In soran-ghaderi/torchebm;

· soran-ghaderi opened on Feb 17, 2026

[Feature]: Profiling system

enhancementNew feature or requestNew feature or request

good first issueGood for newcomersGood for newcomers

help wantedExtra attention is neededExtra attention is needed

needs triageIssue awaiting review or prioritizationIssue awaiting review or prioritization

Status: Open.

#113 In soran-ghaderi/torchebm;

· soran-ghaderi opened on Feb 12, 2026

[Feature]: Sophisiticated logging system

documentationImprovements or additions to documentationImprovements or additions to documentation

enhancementNew feature or requestNew feature or request

good first issueGood for newcomersGood for newcomers

help wantedExtra attention is neededExtra attention is needed

needs triageIssue awaiting review or prioritizationIssue awaiting review or prioritization

Status: Open.

#108 In soran-ghaderi/torchebm;

· soran-ghaderi opened on Feb 11, 2026

[Issue]: Performance Issues and Optimization Checklist

bugSomething isn't workingSomething isn't working

cudaCUDA/hardware accelerationCUDA/hardware acceleration

documentationImprovements or additions to documentationImprovements or additions to documentation

help wantedExtra attention is neededExtra attention is needed

issue listA list of issuesA list of issues

needs triageIssue awaiting review or prioritizationIssue awaiting review or prioritization

performanceRelated to performance improvements or issuesRelated to performance improvements or issues

testanything related to testsanything related to tests

Status: Open.

#104 In soran-ghaderi/torchebm;

· soran-ghaderi opened on Dec 29, 2025

[Feature]: Add Energy-based Transformer (EBT)

enhancementNew feature or requestNew feature or request

needs triageIssue awaiting review or prioritizationIssue awaiting review or prioritization

Status: Open.

#94 In soran-ghaderi/torchebm;

· soran-ghaderi opened on Oct 26, 2025

[Feature]: Energy Matching

enhancementNew feature or requestNew feature or request

needs triageIssue awaiting review or prioritizationIssue awaiting review or prioritization

Status: Open.

#92 In soran-ghaderi/torchebm;

· soran-ghaderi opened on Oct 26, 2025

Runge–Kutta Methods (RK2, RK4)

enhancementNew feature or requestNew feature or request

good first issueGood for newcomersGood for newcomers

help wantedExtra attention is neededExtra attention is needed

issue listA list of issuesA list of issues

Status: Open.

#91 In soran-ghaderi/torchebm;

· soran-ghaderi opened on Oct 26, 2025

[Feature]: Creat a dedicated integrator class and use it across different samplers/SDEs/ODEs

documentationImprovements or additions to documentationImprovements or additions to documentation

enhancementNew feature or requestNew feature or request

good first issueGood for newcomersGood for newcomers

help wantedExtra attention is neededExtra attention is needed

issue listA list of issuesA list of issues

needs triageIssue awaiting review or prioritizationIssue awaiting review or prioritization

Status: Open.

#87 In soran-ghaderi/torchebm;

· soran-ghaderi opened on Oct 24, 2025

Parallel Tempering Contrastive Divergence (PTCD)

documentationImprovements or additions to documentationImprovements or additions to documentation

enhancementNew feature or requestNew feature or request

good first issueGood for newcomersGood for newcomers

help wantedExtra attention is neededExtra attention is needed

subtaskA subtask/single issueA subtask/single issue

testanything related to testsanything related to tests

Status: Open.

#52 In soran-ghaderi/torchebm;

· soran-ghaderi opened on Apr 13, 2025

Persistent Contrastive Divergence (PCD)

documentationImprovements or additions to documentationImprovements or additions to documentation

enhancementNew feature or requestNew feature or request

good first issueGood for newcomersGood for newcomers

subtaskA subtask/single issueA subtask/single issue

testanything related to testsanything related to tests

Status: Open.

#51 In soran-ghaderi/torchebm;

· soran-ghaderi opened on Apr 13, 2025

Contrastive Divergence (CD) Methods

documentationImprovements or additions to documentationImprovements or additions to documentation

enhancementNew feature or requestNew feature or request

good first issueGood for newcomersGood for newcomers

help wantedExtra attention is neededExtra attention is needed

issue listA list of issuesA list of issues

testanything related to testsanything related to tests

Status: Open.

#48 In soran-ghaderi/torchebm;

· soran-ghaderi opened on Apr 13, 2025