2.5.1: bug fixes and additional features

What's Changed

• [2.5] doc fix typo by @chesterxgchen in #2940
• [2.5] Update higgs data link by @SYangster in #2945
• [2.5] Update video links by @SYangster in #2944
• [2.5] Add research examples to tutorial page by @SYangster in #2943
• [2.5] Cherry-pick fix doc and docstring issues (#2931) by @YuanTingHsieh in #2946
• [2.5] Add check before api send 25 by @YuanTingHsieh in #2949
• [2.5] Fix dashboard server resource by @IsaacYangSLA in #2959
• [2.5] F3 Streaming Code Rewrite by @nvidianz in #2956
• [2.5] Add the hello-pt-resnet example by @yhwen in #2955
• [2.5] Fix simulator result path by @YuanTingHsieh in #2967
• [2.5] Add python 3.12 support by @YuanTingHsieh in #2966
• [2.5] update PSI to support python 3.11 by @chesterxgchen in #2973
• [2.5] Web updates by @SYangster in #2977
• [2.5] -- Replace the distutils with shutil by @yhwen in #2979
• [2.5] Update openmined-psi to 2.0.5 to support python 3.12 by @chesterxgchen in #2982
• [2.5] Allow JobAPI wrapper customization by @YuanTingHsieh in #2988
• [2.5] Job api update by @YuanTingHsieh in #2991
• [2.5] Bionemo demos (#2968) by @holgerroth in #2998
• [2.5] Update pt params converter (#2989) by @YuanTingHsieh in #2997
• [2.5] BioNeMo: use multi threading but reduce num workers by @holgerroth in #3003
• [2.5] Update test script by @YuanTingHsieh in #3001
• [2.5] Fix doc typo and VDR reported issues by @YuanTingHsieh in #3000
• [2.5] Expose init in client lightning api by @YuanTingHsieh in #3005
• [2.5] Update flwr job object, client, server by @YuanTingHsieh in #3009
• [2.5] Cherry pick Update documentation for Dockerfile, add location of tbevents, fix link by @nvkevlu in #3006
• [2.5] Update finance end to end README and images by @YuanTingHsieh in #3013
• [2.5] Fix fobs issue by @YuanTingHsieh in #3015
• [2.5] Fix fobs doc (#3012) by @YuanTingHsieh in #3016
• [2.5] Update version and python requires by @IsaacYangSLA in #3024
• [2.5] Fix PTModel optional arguments by @SYangster in #3026
• [2.5] Set numpy less than 2.0.0 by @YuanTingHsieh in #3027
• [2.5] Fedbpt fix by @holgerroth in #3030
• [2.5] split learning: upgrade openmined-psi to 2.0.5 by @chesterxgchen in #3019
• [2.5] Cherry-pick Fixed broken doc ref to 'helm_chart' (#3022) [skip ci] by @YuanTingHsieh in #3032
• [2.5] Enhance POC notebook and docs by @SYangster in #3033
• [2.5] Fix hello-pt req [skip ci] by @YuanTingHsieh in #3036
• [2.5] Remove extra "." [skip ci] by @YuanTingHsieh in #3037
• [2.5] Add TF based TBAnalyticsReceiver by @YuanTingHsieh in #3035
• [2.5] Bump up python version of Dockerfile by @IsaacYangSLA in #3042

Full Changelog: 2.5.0...2.5.1