🚀 v3.16.0 - Run log messages, TensorBoard real-time sync, integrations with Datasets, Acme and Stable-Baselines3

What's Changed

• [feat] Display logged run messages in Run page by @VkoHov in #2492
• [feat] Extend Run to support tensorboard logs real-time sync by @Sharathmk99 in #2065
• [feat] Add Stable-Baselines3 integration by @tmynn in #2452
• [feat] Add Acme integration by @tmynn in #2453
• [feat] Add huggingface/datasets integration by @tmynn in #2454
• [feat] Add wheels for Python 3.11 by @alberttorosyan in #2493
• [fix] Set upper version limitations for critical libs by @mihran113 in #2513
• [fix] Fix lodash-es jest tests failing issue by @arsengit in #2381
• [doc] Update home page doc by @arsengit in #2392
• [doc] Remote tracking server scaling by @mihran113 in #2396
• [feat] Add other x-axis alignment and system logs tracking to cli convert wandb by @hjoonjang in #2403
• [doc] Update community invite links to point to the discord server by @gorarakelyan in #2413
• [feat] Add Distribution .from_histogram and .from_samples by @YodaEmbedding in #2310
• [fix] Track gpu stats even if gathering one stat fails by @timokau in #2422
• [feat] Add discord community link by @arsengit in #2435
• [feat] Changed get_offset_position method output by @tmynn in #2443
• [feat] Revamp import-order groups of eslint configuration by @KaroMourad in #2418
• [feat] Add a high-level api on engine to show notifications by @KaroMourad in #2404
• [feat] Add custom-state persistence functionality using URL on BaseExplorer by @rubenaprikyan in #2450
• [doc] Update the community button to "Discord" in GH issues by @gorarakelyan in #2461
• [doc] Update the high-lvl roadmap by @gorarakelyan in #2456
• [doc] Add additional example to clarify performance diff by @dsblank in #2410
• [feat] Enable support for protobuf v4 by @mihran113 in #2476
• [fix] Subpath support for worker addresses by @mihran113 in #2448
• [fix] Resolve issues with experiment name update by @mihran113 in #2474
• [fix] Update performance tests' baselines by @mihran113 in #2486
• [feat] Provide support for signaling run events via Remote Tracking by @alberttorosyan in #2484
• [feat] Drop support for python3.6 by @mihran113 in #2477
• [fix] Open container in read-only mode for indexing by @alberttorosyan in #2479
• [feat] Track DVC Params by @tmynn in #2447
• [feat] Track events on SDK side by @alberttorosyan in #2490
• [fix] Resolve race conditions for runs' experiment setting by @mihran113 in #2499
• [feat] Add Prophet integration by @grigoryan-davit in #2495
• [feat] Add the ability to easily copy run hash with a single click by @VkoHov in #2504
• [feat] Add metadata tracking for 'Dataset' type alongside 'DatasetDict' by @tmynn in #2502
• [feat] Add HF transformers model info by @tmynn in #2519
• [feat] Switch to aimrocks 0.3.1 by @alberttorosyan in #2523
• [feat] Support multiple datasets tracking for HF trainer by @tmynn in #2518
• [feat] Track events on SDK side by @alberttorosyan in #2490

New Contributors

• @timokau made their first contribution in #2422
• @dsblank made their first contribution in #2410
• @grigoryan-davit made their first contribution in #2495

Full Changelog: v3.15.2...v3.16.0