New Multi-Task Warm-starting and Dashboard Prototype

🚀 Features

• Add experiment progress bar to dashboard @notoraptor (#1080)
• Add benchmarks endpoints to Orion Web API @notoraptor (#996)
• Knowledge Base + Multi-Task Warm-starting @lebrice (#933)
• Display trial status in trials table on dashboard @notoraptor (#1071)

🏗 Enhancements

• Make ExperimentClient.observe support single value @bouthilx (#1063)
• Bump json5 from 1.0.1 to 1.0.2 in /dashboard/src @dependabot (#1057)
• Improve experiment stats @notoraptor (#1038)
• Remove references to get_storage @Delaunay (#1042)
• Add assert_contains to print a more precise error message @Delaunay (#1013)
• Do not close the executor after workon #863 @Delaunay (#1041)
• Update yarn.lock @notoraptor (#1032)
• Add Python 3.10 @Delaunay (#690)
• reservation_timeout removed @Simnol22 (#1011)
• Enhance table @notoraptor (#982)
• Add poolexecutor to the executor entry point @Delaunay (#1047)
• remove python 3.6 special handling @Delaunay (#1045)
• Only Protect gather from interruptions #789 @Delaunay (#1048)
• Changing experiment.algorithms to experiment.algorithm @Simnol22 (#1014)
• Reduce Warnings @Delaunay (#1072)

🐛 Bug Fixes

• Limit nevergrad version to fix long algo tests in CI @notoraptor (#1086)
• Fix detection of dashboard build files in installed packages. @notoraptor (#1084)
• CI - fix pre-commit and backward compatibility @notoraptor (#1079)
• Xfail HEBO and add warning in docs @bouthilx (#1051)
• Fix algos for nested spaces @bouthilx (#1064)
• Remove pandas version cap @bouthilx (#1006)
• Fix uniform real dimension interval mapping to ConfigSpace @Delaunay (#1034)
• Downgrade pandas in conda build too @bouthilx (#1001)
• Downgrade pandas temporarily @bouthilx (#998)
• Fix a few bugs in the Profet tasks @lebrice (#1030)

📜 Documentation

• Update Storage doc config example #1055 @Delaunay (#1056)
• Add credit to Guillaume Alain for logos @bouthilx (#1043)
• SpeechBrain Tutorial @Simnol22 (#1004)
• Add logos for Oríon @bouthilx (#941)
• Fixing some details for the tutorials to run. @Simnol22 (#997)
• Adding HuggingFace Tutorial @Simnol22 (#1040)

🧰 Maintenance

• [ci] Install Orion from local cloned repository @notoraptor (#1068)
• Dashboard - new testing framework: playwright @notoraptor (#1078)
• Move numpy version cap to HEBO optional deps @bouthilx (#1065)
• Use list instead of array @bouthilx (#1050)
• Add matplotlib dependency to pb2 @Delaunay (#1020)
• Upgrade MongoDB to 6.0 @Delaunay (#1036)
• Reactivate dashboard CI @notoraptor (#952)
• Update pre-commit to use the right flake8 repo @Delaunay (#1028)