Release v1.3.0: STAMP pipeline, FedProx, Duke benchmark, CI/CD#260
Merged
Ultimate-Storm merged 1 commit intomainfrom Apr 5, 2026
Merged
Release v1.3.0: STAMP pipeline, FedProx, Duke benchmark, CI/CD#260Ultimate-Storm merged 1 commit intomainfrom
Ultimate-Storm merged 1 commit intomainfrom
Conversation
Bump version to 1.3.0 and add comprehensive CHANGELOG documenting all v1.3.0 features: STAMP classification pipeline with separate Dockerfile, FedProx aggregation strategy, STAMP integration tests and CI/CD, per-round metrics CSV callback, Duke benchmark infrastructure, differential privacy assessment, and architecture documentation. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
1 participant
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
Summary
odelia_image.versionfrom 1.2.0 → 1.3.0CHANGELOG.mddocumenting all v1.3.0 featuresThis PR should be merged after all feature PRs (#252–#259) are merged into main.
v1.3.0 Release Highlights
🔬 STAMP Classification Pipeline
Dockerfile_STAMPfor KatherLab STAMP 2.4.0 (Python 3.11, PyTorch 2.7.1)buildDockerImageAndStartupKits.shaccepts-dflag to select DockerfileSTAMPMetricsCallback) for training monitoring🔄 FedProx Aggregation Strategy
FedProxCallbackadds proximal term(μ/2) × ‖w_local − w_global‖²FEDPROX_MUenvironment variable🧪 CI/CD for STAMP
stamp_training.py,stamp_model_wrapper.py,fedprox_callback.pypr-test.yamllightningpackage for cross-pipeline compatibility📊 Duke Benchmark Pipeline
run_duke_benchmark.shorchestrates build → deploy → train → collect → comparedeploy_and_test.shreads SITES/SERVER_NAME fromdeploy_sites.confdeploy_sites.conf.examplewith dl0/dl2/dl3 templates📐 Architecture Documentation
🔐 Differential Privacy Assessment
PercentilePrivacyvs formal (ε,δ)-DPRelated PRs
feature/stamp-dockerfilefeature/stamp-test-workflowdocs/readme-architecture-diagramsfeature/nvflare-aggregation-strategiesfeature/stamp-metrics-csvfeature/stamp-cicddocs/differential-privacy-assessmentfeature/duke-benchmark-deployTest plan
1.3.0inodelia_image.versionv1.3.0created after merge🤖 Generated with Claude Code