🚀 v3.19.0 New HTTP-based tracking server, Support of Artifacts logging, Fixes in lightning and huggingface integrations

What's Changed

• [feat] Change transport from grpc to http(fastapi) for tracking server by @mihran113 in #3103
• [feat] Remove aim storage upgrade 2to3 command by @mihran113 in #3110
• [fix] Update README.md by @angusmf1 in #3106
• [fix] Typos for Optuna-related files by @nzw0301 in #3098
• [fix] Serve files linked into the static files directory by @martenlienen in #3108
• [feat] Add Artifacts logging interface and S3 support by @alberttorosyan in #3113
• [feat] Allow HF callback to initialize Aim run at init end by @dushyantbehl in #3116
• [fix] Always set the run name when initializing a run in lightning by @martenlienen in #3102

New Contributors

• @angusmf1 made their first contribution in #3106
• @martenlienen made their first contribution in #3108
• @dushyantbehl made their first contribution in #3116

Full Changelog: v3.18.1...v3.19.0

🚀 v3.18.1 - Metric min/max/first values support in Runs Explorer, Support sqlalchemy 2.0, Fixes in Run locking and GPU stat collection

What's Changed

• [fix] Remove telemetry tracking by @mihran113 in #2922
• [feat] Switch to patched version of official pynvml by @mihran113 in #2918
• [feat] Update ml packages example files by @tmynn in #3048
• [feat] Add support for sqlalchemy 2.0 by @mihran113 in #3066
• [feat] Add min/max/first values tracking for metrics by @mihran113 in #3080
• [fix] Force reacquire lock in torch lightning by @inc0 in #3090
• [feat] Revamp the design of creating app models by @KaroMourad in #3091
• [fix] Resolve compatibility issues with sqlalchemy < 2.0 versions by @mihran113 in #3096
• [feat] Add the ability to view metric min/max/first values in Runs Explorer by @KaroMourad in #3094
• [fix] Fix typos in stat.py to collect gpu memory and power correctly by @ChanderG in #3044

New Contributors

• @inc0 made their first contribution in #3090
• @ChanderG made their first contribution in #3044

Full Changelog: v3.17.5...v3.18.1

🚀 v3.17.5 - Fixes for gpu stat and git stat collection, Extended TensorboardFolderTracker, Convert NaNs and Infs in responses to strings, activeloop deeplake plugin

What's Changed

• [fix] Fix issue with overflowing box content in full-view mode by @KaroMourad in #2734
• [fix] Resolve error handling on gpu stat collection when driver is not loaded by @mihran113 in #2745
• [fix] Resolve issue on git info collection when no commit is present yet by @mihran113 in #2763
• [fix] Resolve tags list visibility issue in tags page by @arsengit in #2762
• [fix] Import Image and Audio for TensorboardFolderTracker by @alansaul in #2669
• [fix] Convert NaNs and Infs in responses to strings by @n-gao in #2634
• [feat] Add activeloop deeplake plugin by @drahnreb in #2594
• [feat] Extend aim.ext.tensorboard_tracker.run.Run to allow stdout logging and system stats and parameter logging by @alansaul in #2671
• [feat] Add the ability for TensorboardFolderTracker to track Histogram’s as Aim Distribution’s by @alansaul in #2719

New Contributors

• @alansaul made their first contribution in #2669
• @drahnreb made their first contribution in #2594

Full Changelog: v3.17.4...v3.17.5

🚀 v3.17.4 - Aim runs management CLI for remote repos, Improved resource management when reading Run data, Run indexing fix and Run messages duplication fix

What's Changed

• [fix] Resolve run messages duplication issue for in progress runs by @roubkar in #2705
• [fix] Metric values inconsistency with steps by @mihran113 in #2646
• [feat] Enable aim CLI for remote repos by @mihran113 in #2700
• [fix] Safe index locking by @mihran113 in #2694
• [fix] Notebook extension start-up by @mihran113 in #2696
• [fix] Repo container pool cleanup after each request by @mihran113 in #2693
• [fix] Proper cache cleanup for custom object queries by @mihran113 in #2710

Full Changelog: v3.17.3...v3.17.4

🚀 v3.17.3 - Optimize images blobs URI loading performance and Resolve the community popup overflowing issue

What's Changed

• [fix] Optimize images blobs URI loading performance by @asynclee in #2636
• [fix] Resolve the community popup overflowing issue by @KaroMourad in #2640

New Contributors

• @asynclee made their first contribution in #2636

Full Changelog: v3.17.2...v3.17.3

🚀 v3.17.2 - Resolve the explorer crashing issue caused by adding a `displayName` property in Grouping component

What's Changed

• [fix] Resolve the explorer crashing issue caused by adding a displayName property in the Grouping component by @KaroMourad in #2625

Full Changelog: v3.17.1...v3.17.2

🚀 v3.17.1 - Resolve explorer crashing when accessing empty chart values

What's Changed

• [fix] Resolve explorer crashing when accessing empty chart values by @KaroMourad in #2618

Full Changelog: v3.17.0...v3.17.1

🚀 v3.17.0 - Text Explorer, UI kit v2 groundwork, Metrics Explorer v2 groundwork, navigation from run page to explorers

What's Changed

• [feat] Add Text Explorer to filter and compare text by @roubkar in #2613
• [feat] Add navlink to Experiment page from Run page by @roubkar in #2568
• [feat] Add quick navigation to explorers from the run page by @roubkar in #2580
• [fix] Add vertical scroll to Run Texts table cell by @roubkar in #2616
• [feat] Create UI Kit v2 to improve app usability by @arsengit in #2607
• [feat] Add run name & hash to lightning adapter args by @constd in #2585
• [feat] Add -y option to Aim CLI commands by @emekaokoli19 in #2603
• [feat] Implement Metrics Explorer v2 via Base Explorer by @KaroMourad in #2611
• [fix] UI build step failure for packaging pipeline by @mihran113 in #2614
• [fix] Set alembic required version to be >= 1.5.0 by @justinvyu in #2536
• [doc] Update Aim README by @gorarakelyan in #2593
• [doc] Improve SDK page by @nzw0301 in #2534
• [fix] Sanity checks by @mihran113 in #2527
• [fix] Fix cover image width issue for mobile devices by @gorarakelyan in #2576
• [fix] Recover hidden lines state after the live update by @roubkar in #2567
• [fix] Detect jax.Array properly by @n-gao in #2577
• [feat] Add support for Path type to the repo attribute of the Run class by @emekaokoli19 in #2582
• [feat] Change the debug icon in the run message by @arsengit in #2591
• [fix] Resolve HF issue with models without num_labels by @mihran113 in #2587
• [chore] Disable ts and scss files detection via GitHub linguist by @gorarakelyan in #2601
• [chore] Disable tsx files detection via the linguist by @gorarakelyan in #2602

New Contributors

• @nzw0301 made their first contribution in #2530
• @justinvyu made their first contribution in #2536
• @n-gao made their first contribution in #2577
• @emekaokoli19 made their first contribution in #2582
• @constd made their first contribution in #2585

Full Changelog: v3.16.2...v3.17.0

🚀 v3.16.2 - Safe-mode for tracking, Logs collection on/off switch for all adapters

What's Changed

• [fix] Expose capture_terminal_logs for adapters by @mihran113 in #2553
• [fix] Handle Sequence metadata inconsistency by @alberttorosyan in #2562
• [feat] Add exception-free mode to Aim by @alberttorosyan in #2561

Full Changelog: v3.16.1...v3.16.2

🚀 v3.16.1 - Telemetry collection fix, "join community" popup, Non-strict mode for Remote Tracking, Pinned version of `alembic`, Empty illustrations fix

What's Changed

• [fix] Set alembic required version to be >= 1.5.0 by @justinvyu in #2538
• [fix] Reduce segment flush() timeout interval and retry count by @alberttorosyan in #2542
• [fix] Fix empty-illustrations font-size for Figures and Audios explorers by @KaroMourad in #2524
• [fix] Use non-strict mode when saving HF model metadata by @alberttorosyan in #2531
• [feat] Add "join community" popup to the sidebar by @KaroMourad in #2545
• [fix] Add set() method implementation for RT TreeView classes by @alberttorosyan in #2532

Full Changelog: v3.16.0...v3.16.1