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Aim

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Aim AI v3.29.1

πŸš€ v3.29.1 - Improved query performance by reading from single unified database and constant data indexing, fixes in min/max calculation in UI and jupiter/colab integration

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 @la…

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Aim AI v3.28.0

πŸš€ v3.28.0 - Improved performance by removing redundant checks and bypassing runs known to yield false results, new callback for hugging face distributed runs, fixes in Tag duplicates handling, remote tracking exception handling and more, code style improvements.

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 e…

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Aim AI v3.27.0

πŸš€ v3.27.0 - Enhancements for PytorchLightning logger and S3ArtifactsStorage, fixes for RunStatusReporter, metric aggregations and tag creation from parallel runs

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keys of RunStatusReporter.timed_tasks before iterating them by @VassilisVassiliadis in #3256 [fix] Resolve issues with outdated packages by @mihran113 in #3254 [fix] Resolve tag addition issue from parallel runs by @mihran113 in #3247 [fix] Handle StopIteration error in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…

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Aim AI v3.24.0

πŸš€ v3.24.0 - Support for mass updates in remote tracking, fixes in database error handling and bookmarks page scroll

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…

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Aim AI v3.23.0

πŸš€ v3.23.0 - Fixe in SB3 callback, lower timeout on client -> server connection, ability to skip Repo initialization in CLI

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 […

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Aim AI v3.21.0

πŸš€ v3.21.0 - Python 3.12 support, ability to delete whole experiment, fixes in large objects remote tracking and running UI in jupyter notebook

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 @SGev…