What's Changed

• [feat] Constant indexing of in-progress Runs by @alberttorosyan in #3310
• [fix] Resolve issue of min/max calculation for single point metrics by @mihran113 in #3315
• [fix] Use polling observer to make sure new file modifications are detected by @alberttorosyan in #3316
• [feat] Mark stalled runs as finished by @alberttorosyan in #3314
• [fix] Aim web ui integration in jupyter/colab by @larissapoghosyan in #3319
• [fix] Fallback to union db if index is missing by @alberttorosyan in #3317

New Contributors

• @larissapoghosyan made their first contribution in #3319

Full Changelog: v3.28.0...v3.29.1

Contributors

• @mihran113
• @alberttorosyan
• @larissapoghosyan

What's Changed

• [fix] Bad typing for S3ArtifactStorage_clientconfig args by @sbatchelder in #3276
• [docs] pages/bookmarks intended section links by @guspan-tanadi in #3274
• [feat] Add py.typed marker to allow users to benefit from existing type annotations by @bluenote10 in #3281
• [fix] Decrease client resources keep-alive time by @mihran113 in #3279
• [fix] Resolve issues on data points connection on epoch alignment by @mihran113 in #3283
• [fix] Correct indentation on query proxy object return statement by @alberttorosyan in #3287
• [feat] Skip metrics check when run is known to yield false result by @alberttorosyan in #3288
• [chore] Bump ruff version from 0.3.3 to 0.9.2 and fix some invalid/dead noqas by @bluenote10 in #3282
• [fix] Move performance tests to local mac mini by @mihran113 in #3290
• [fix] Resolve session refresh issues when db file is replaced by @mihran113 in #3294
• [fix] Resolve issue with adding duplicate tags by @mihran113 in #3296
• [fix] Message stream parsing (#3297) by @qzed in #3298
• [fix] Handle empty queries by @alberttorosyan in #3299
• [chore] Remove legacy (aim 2.x.x) sdk by @mihran113 in #3305
• [fix] Improve error messages for remote tracking by @mihran113 in #3303
• [feat] Add AimCallback for distributed runs using the hugging face API by @VassilisVassiliadis in #3284
• [fix] Increase session pool size for sqlite engine by @mihran113 in #3306
• [feat] Remove metric version check to improve metric retrieval performance by @mihran113 in #3307
• [fix] Improve RT exception handling by @mihran113 in #3309
• [feat] Move indexing thread to aim up main process by @alberttorosyan in #3311

New Contributors

• @bluenote10 made their first contribution in #3281
• @qzed made their first contribution in #3298

Full Changelog: v3.27.0...v3.28.0

What's Changed

• [fix] Bad typing for S3ArtifactStorage_clientconfig args by @sbatchelder in #3276
• [docs] pages/bookmarks intended section links by @guspan-tanadi in #3274
• [feat] Add py.typed marker to allow users to benefit from existing type annotations by @bluenote10 in #3281
• [fix] Decrease client resources keep-alive time by @mihran113 in #3279
• [fix] Resolve issues on data points connection on epoch alignment by @mihran113 in #3283
• [fix] Correct indentation on query proxy object return statement by @alberttorosyan in #3287
• [feat] Skip metrics check when run is known to yield false result by @alberttorosyan in #3288
• chore: bump ruff version from 0.3.3 to 0.9.2 and fix some invalid/dead noqas by @bluenote10 in #3282
• [fix] Move performance tests to local mac mini by @mihran113 in #3290
• [fix] Resolve session refresh issues when db file is replaced by @mihran113 in #3294
• [fix] Resolve issue with adding duplicate tags by @mihran113 in #3296
• [fix] Message stream parsing (#3297) by @qzed in #3298
• [fix] Handle empty queries by @alberttorosyan in #3299
• [chore] Remove legacy (aim 2.x.x) sdk by @mihran113 in #3305
• [fix] Improve error messages for remote tracking by @mihran113 in #3303
• [feat] Add AimCallback for distributed runs using the hugging face API by @VassilisVassiliadis in #3284
• [fix] Increase session pool size for sqlite engine by @mihran113 in #3306
• [feat] Remove metric version check to improve metric retrieval performance by @mihran113 in #3307
• [fix] Improve RT exception handling by @mihran113 in #3309
• [feat] Move indexing thread to aim up main process by @alberttorosyan in #3311

New Contributors

• @bluenote10 made their first contribution in #3281
• @qzed made their first contribution in #3298

Full Changelog: v3.27.0...v3.28.0

Contributors

• @bluenote10
• @mihran113
• @qzed
• @alberttorosyan
• @guspan-tanadi
• @VassilisVassiliadis
• @sbatchelder

What's Changed

• [fix] Copy the keys of RunStatusReporter.timed_tasks before iterating them by @VassilisVassiliadis in #3256
• [fix] Resolve issues with outdated packages by @mihran113 in #3254
• [fix] Resolve tag addition issue from parallel runs by @mihran113 in #3247
• [fix] Handle StopIteration error in iter_sequence_info_by_type method by @alberttorosyan in #3265
• [feat] S3ArtifactStorage custom boto3 client parameters by @sbatchelder in #3258
• [feat] Return None for run.artifact_uri if not set by @sbatchelder in #3268
• [feat] PytorchLightning AimLogger custom contexts by @sbatchelder in #3269
• [fix] Resolve issues with PR checks by @mihran113 in #3270

New Contributors

• @VassilisVassiliadis made their first contribution in #3256
• @sbatchelder made their first contribution in #3258

Full Changelog: v3.26.1...v3.27.0

Contributors

• @mihran113
• @alberttorosyan
• @VassilisVassiliadis
• @sbatchelder

What's Changed

• [fix] Resolve issues with unit test failures by @mihran113 in #3245
• [feat] Add basic stats dump script for Aim repositories by @alberttorosyan in #3250
• [feat] Store Run sequence metadata by separate types by @alberttorosyan in #3260

Full Changelog: v3.25.1...v3.26.1

Contributors

• @mihran113
• @alberttorosyan

What's Changed

• [fix] Resolve issue with corruption marking on empty index by @mihran113 in #3235
• [fix] Resolve issues with python 3.12 builds by @mihran113 in #3244

Full Changelog: v3.25.0...v3.25.1

Contributors

• @mihran113

What's Changed

• [feat] Add support for self-signed SSL certificates by @mihran113 in #3225
• [feat] Add ability to create reports by @mihran113 in #3189

Full Changelog: v3.24.0...v3.25.0

Contributors

• @mihran113

What's Changed

• [fix] Resolve issues with style checks for nightly releases by @mihran113 in #3190
• [fix] Bookmarks page cannot scroll by @vinayan3 in #3184
• [feat] Add read-only mode for Aim UI by @mihran113 in #3196
• [fix] Update up docs, build instructions by @whlteXbread in #3201
• [fix] Typo in exception name in storage/union.pyx by @sulan in #3208
• [feat] Support remote mass updates by @peter-sk in #3203

New Contributors

• @vinayan3 made their first contribution in #3184
• @whlteXbread made their first contribution in #3201
• @sulan made their first contribution in #3208
• @peter-sk made their first contribution in #3203

Full Changelog: v3.23.0...v3.24.0

Contributors

• @vinayan3
• @whlteXbread
• @sulan
• @mihran113
• @peter-sk

What's Changed

• [feat] Add skip option in init commands by @stevenjlm in #3179
• [feat] Relax numpy version upper bound by @judahrand in #3182
• [refactor] Integrate Ruff for lint & format by @Sharathmk99 in #3125
• [fix] Resolve issues with metric tracking in SB3 callback by @mihran113 in #3186
• [fix] Prevents long waiting times when connecting to incorrect or unresponsive addresses by @zhiyxu in #3185
• [fix] torch.inference_mode inplace of torch.no_grad by @pdumin in #3188

New Contributors

• @stevenjlm made their first contribution in #3179
• @judahrand made their first contribution in #3182
• @zhiyxu made their first contribution in #3185
• @pdumin made their first contribution in #3188

Full Changelog: v3.22.0...v3.23.0

Contributors

• @Sharathmk99
• @stevenjlm
• @mihran113
• @zhiyxu
• @judahrand
• @pdumin

What's Changed

• [feat] Add a filesystem-based backend for artifact storage by @alberttorosyan in #3164

Full Changelog: v3.21.0...v3.22.0

Contributors

• @alberttorosyan

What's Changed

• [feat] Add feature to delete full experiments by @mauricekraus in #3158
• [feat] Add Python 3.12 builds by @mahnerak in #3161
• [fix] Increase websockets max_size for large images sent to server by @jasonmads in #3155
• [fix] Remove no longer available --force-init flag from cli manager by @synapticarbors in #3162
• [fix] Demo links by @SandersAaronD in #3141
• Update CONTRIBUTING.md by @SGevorg in #3163

New Contributors

• @jasonmads made their first contribution in #3155
• @synapticarbors made their first contribution in #3162
• @SandersAaronD made their first contribution in #3141

Full Changelog: v3.20.1...v3.21.0

Contributors

• @synapticarbors
• @mahnerak
• @SGevorg
• @mauricekraus
• @jasonmads
• @SandersAaronD