Published May 14, 2026 | Version v0.8.0rc2
Software Open

SwanHubX/SwanLab: v0.8.0rc2

Authors/Creators

  • 1. EmotionMachine
  • 2. XDU
  • 3. Southeast University
  • 4. Xidian University
  • 5. @SwanHubX
  • 6. Xidian Univeristy
  • 7. LowEntropyAI, Inc.
  • 8. Shanghai Innovation Institute & Xidian University
  • 9. GPNU
  • 10. @GeekTechStudio
  • 11. CQUPT
  • 12. Xi'an Jiaotong University
  • 13. China University of Petroleum(East China)
  • 14. Tsinghua University

Description

What's Changed

  • docs(readme): add 2 papers - TrafficBM, Decision-Making by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1463
  • feat: add delete methods to public API for runs and projects by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1464
  • refactor: next setup by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1467
  • docs(readme): tree grpo by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1465
  • refactor SDK API, add cmd entrypoints and context by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1470
  • CI: add Python PR workflow and Makefile targets by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1471
  • feat: add API key helpers, settings, console and tests by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1472
  • Feat/client by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1474
  • Feat/login by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1477
  • feat: add internal diagnostic log & console/file logging by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1479
  • feat: move sdk.pkg to sdk.utils and add experiment utils by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1480
  • feat: add vendor lazy-loader, storage settings by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1482
  • Feat/init by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1483
  • Feat/callbacker by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1484
  • Feat/webhook by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1485
  • Feat/data by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1486
  • fix: add generated proto pyi stubs and fix imports by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1487
  • Feat/data context by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1488
  • feat: move vendor package to swanlab/vendor by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1489
  • Feat/data by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1490
  • Feat/log by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1492
  • Feat/callbacker by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1494
  • Feat/finish by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1495
  • Test/unit by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1496
  • feat: add console.trace and switch session logging by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1497
  • Feat/config by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1498
  • Feat/docs by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1499
  • Refactor/media by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1500
  • Feat/media by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1501
  • Feat/media by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1502
  • fix: add SIGINT signal handler for reliable Ctrl+C experiment abort by @hhe48203-ctrl in https://github.com/SwanHubX/SwanLab/pull/1504
  • Fix/finish by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1505
  • Feat/run by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1506
  • docs(readme): v0.7.12 by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1513
  • docs(readme): pin baseline by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1519
  • chore: rename SwanLabCallback to Callback by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1525
  • Chore/settings by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1526
  • feat/uploader thread split by @Nexisato in https://github.com/SwanHubX/SwanLab/pull/1523
  • Feat/system by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1527
  • feat: collect system metadata and requirements on start by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1528
  • Feat/monitor by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1537
  • feat: detect and handle forked child processes in Run by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1538
  • feat: add AsyncTaskManager and async_log type/stub by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1539
  • Feat/fmt error by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1540
  • Chore/some misc by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1541
  • feat: add cli skeleton by @Nexisato in https://github.com/SwanHubX/SwanLab/pull/1530
  • fix: relogin judgement by @Nexisato in https://github.com/SwanHubX/SwanLab/pull/1542
  • Feat/disabled by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1545
  • feat: project-level login isolation (--local flag) by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1546
  • refactor/core by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1549
  • feat: refactor transporter by @Nexisato in https://github.com/SwanHubX/SwanLab/pull/1548
  • refactor: Core 协议重构与 init 流程统一 by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1552
  • feat: add retry limit for creating unique run dir by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1553
  • refactor: CoreProtocol mode dispatch and CorePython lifecycle by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1555
  • chore: console log lifecycle refactor and test improvements by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1556
  • refactor: add pkg.fork module and refactor fork handling by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1557
  • Feat/terminal proxy by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1560
  • feat/core python api by @Nexisato in https://github.com/SwanHubX/SwanLab/pull/1561
  • Feat/probe by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1563
  • fix: remove incorrect Python 3.8 classifier inconsistent with requires-python>=3.9 by @kuishou68 in https://github.com/SwanHubX/SwanLab/pull/1566
  • Fix/transport by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1567
  • Feat/upload by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1568
  • Feat/upload console by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1570
  • feat: add SwanLab environment probe and integration by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1572
  • Refactor/metrics proto by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1573
  • feat: send stderr console on failed runs; add stream map by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1574
  • refactor: rename ColumnType FLOAT→SCALAR, add ChartType & upload DTOs by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1575
  • feat: refactor uploads, add column encoding & retry logging with test mocks by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1577
  • feat: openapi refactor by @Nexisato in https://github.com/SwanHubX/SwanLab/pull/1562
  • feat: add run greeting/farewell, run path & URL by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1579
  • Rename 'cloud' mode to 'online' across codebase by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1580
  • feat: return experiment name in StartResponse by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1581
  • fix: replace ValueError with AuthenticationError in login by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1583
  • Feat/cli-helper by @neyuki778 in https://github.com/SwanHubX/SwanLab/pull/1578
  • feat: enforce media size/length limits in RecordBuilder by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1585
  • feat: add swanlab skill by @Nexisato in https://github.com/SwanHubX/SwanLab/pull/1584
  • feat: add ECharts transform and sklearn ML metric charts by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1586
  • fix: python -m swanlab CLI entrypoint by @neyuki778 in https://github.com/SwanHubX/SwanLab/pull/1587
  • feat: add Object3D and Molecule media transforms by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1588
  • Add plot transform and deprecated wrappers by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1589
  • feat: add swanlab.merge_callbacks API and callbacker tests by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1591
  • Refactor CLI auth: move logic to cmd utils & pkg by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1593
  • feat: add step deduplication for metrics and rename check_if_logged by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1595
  • feat/integrations by @Nexisato in https://github.com/SwanHubX/SwanLab/pull/1601
  • feat: resume by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1597
  • feat/plugin by @Nexisato in https://github.com/SwanHubX/SwanLab/pull/1598
  • feat: add build_resume_column and use in resume by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1602
  • Fix/section name by @neyuki778 in https://github.com/SwanHubX/SwanLab/pull/1599
  • feat: add Heartbeat support to CorePython by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1604
  • chore: move record builder into core_python.pkg by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1605
  • feat: add system monitor builder and init global step by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1606
  • fix: update fancy-pypi-readme substitutions by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1607
  • feat/save by @Nexisato in https://github.com/SwanHubX/SwanLab/pull/1590
  • feat: update integrations by @Nexisato in https://github.com/SwanHubX/SwanLab/pull/1608
  • refactor: consolidate environment and monitor settings into probe by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1611
  • refactor: rename logdir to log_dir with backward compatibility by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1612
  • fix: normalize CLI options to use hyphens by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1614
  • refactor: rename proto packages and terminal/console concepts by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1615
  • refactor: define number in core_settings by @Nexisato in https://github.com/SwanHubX/SwanLab/pull/1609
  • refactor(core): introduce CoreContext, settings proto fields and new gRPC APIs by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1617
  • feat/integration last by @Nexisato in https://github.com/SwanHubX/SwanLab/pull/1616
  • feat: add PyPI publish workflow by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1621
  • fix: update protobuf requirement to >=6.31.1 by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1622
  • Fix/save batch split by @neyuki778 in https://github.com/SwanHubX/SwanLab/pull/1623
  • feat/converter by @Nexisato in https://github.com/SwanHubX/SwanLab/pull/1620
  • chore: misc improvements to greeting, experiment names and login output by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1625
  • feat: add mode CLI and hierarchical config sources by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1626

New Contributors

  • @hhe48203-ctrl made their first contribution in https://github.com/SwanHubX/SwanLab/pull/1504
  • @kuishou68 made their first contribution in https://github.com/SwanHubX/SwanLab/pull/1566
  • @neyuki778 made their first contribution in https://github.com/SwanHubX/SwanLab/pull/1578

Full Changelog: https://github.com/SwanHubX/SwanLab/compare/v0.7.10...v0.8.0rc2

Files

SwanHubX/SwanLab-v0.8.0rc2.zip

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Additional details

Related works

Is supplement to
Software: https://github.com/SwanHubX/SwanLab/tree/v0.8.0rc2 (URL)

Software

Repository URL
https://github.com/SwanHubX/SwanLab