NVIDIA/NVFlare 2.7.0rc4

2.7.0rc4: Bug fixes

Repository: NVIDIA/NVFlare

Tag: 2.7.0rc4

Published: 2025-09-19T14:29:08Z

Prerelease: yes

Release notes:

What's Changed

• handle None quantile returns. by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/3659
• [NVFlare Summer of Code] Adding FedHCA2 (CVPR2024) to the research part. by @JeanDiable in https://github.com/NVIDIA/NVFlare/pull/3629
• Logistics Regression Recipe by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/3650
• Move DFStats example from job_api to hello-world by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/3660
• Bug Fixes : FLARE-2645, 2644 by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/3662
• Documentation Update: Recipes, Quick Start and Tutorials by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/3667
• Hello-LR Update by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/3663
• Fix documentation issues in Cyclic and Logistics Regression [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/3670
• Support extra properties in ExecEnv by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3672
• Add wait_for_device info and timeout by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/3632
• Add SSL support for Android Edge App by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/3668
• Remove white space by @cyyever in https://github.com/NVIDIA/NVFlare/pull/3664
• Fix use_aio_grpc processing by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3676
• Add decomposer register by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3678
• Add auto version cleaning for aggr and global model version keeping by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/3642
• Move tf getting started example by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/3682
• move hello-world/hello-fedavg from advanced/fedavg-with-early-stopping by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/3681
• Get started Examples removal -Part 1, PyTorch and Lightning Example by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/3680
• Add FlowerRecipe by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/3673
• remove getting_started example by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/3683
• Bump astro from 5.12.8 to 5.13.2 in /web by @dependabot[bot] in https://github.com/NVIDIA/NVFlare/pull/3617
• Bump devalue from 5.1.1 to 5.3.2 in /web by @dependabot[bot] in https://github.com/NVIDIA/NVFlare/pull/3648
• Bump vite from 6.3.5 to 6.3.6 in /web by @dependabot[bot] in https://github.com/NVIDIA/NVFlare/pull/3674
• Update edge examples to use prod environment by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/3677
• Sign local folders of startup kits. by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/3679
• Fix missing job name in edge simulation feg_api by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3692
• Fix android job selection logic by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/3688
• Add Python utility code to verify startup kits by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/3690
• Increase the grace period so error msg won't show up by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3689
• Add job name to sample edge simulator config by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3691
• Update the sub_start.sh to support pre launch verification by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/3694
• Update SimEnv get_status by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3693
• Make via-file decomposers configurable by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3684
• Consolidate and improve hello examples for numpy by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/3675
• Documentation Structure Re-org [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/3686
• Doc reg-org 2 [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/3700
• fix broken links by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/3703
• broken Links by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/3704
• fix broken links by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/3706
• CC provision with docker image workload by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3639
• Refactor Run and ExecEnv by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3699
• Fix hello numpy by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/3702

New Contributors

• @JeanDiable made their first contribution in https://github.com/NVIDIA/NVFlare/pull/3629

Full Changelog: https://github.com/NVIDIA/NVFlare/compare/2.7.0rc3...2.7.0rc4