🚀 v3.14.0 - Revamped home page, fastai and MXNet integrations, jax support

What's Changed

• [feat] New dashboard page for better onboarding experience by @arsengit in #2136
• [feat] Add fastai integration by @tmynn in #2123
• [feat] Add MXNet integration by @tmynn in #2219
• [feat] Display run tags in explorer tables by @VkoHov in #2120
• [feat] Add support for tracking jax device arrays by @mihran113 in #2245
• [doc] Add docs for pinning metric plots by @roubkar in #2050
• Update h-level roadmap by @gorarakelyan in #2093
• [doc] Add documentation for aim-watcher service by @alberttorosyan in #2094
• [feat] Add the ability to edit tags on the Run Page by @roubkar in #2104
• [fix] Adjust the visibility of the color of the run in the table by @VkoHov in #2101
• [doc] Mark remote server as stable by @mihran113 in #2108
• [fix] Format metrics keys properly by @VkoHov in #2006
• [fix] Update contributing guide by @mihran113 in #2112
• [feat] Support dictionaries as argument of Run.track by @alberttorosyan in #2103
• [fix] Deprecation issues with PL v1.7 by @djwessel in #2107
• [doc] Add section for remote tracking server SSL support by @mihran113 in #2122
• [fix] Add checker for selected options compatibility checking method by @VkoHov in #2137
• [fix] Remove typo in pull-request.yml by @mihran113 in #2139
• [doc] Add documentation for tracking multiple values at once by @alberttorosyan in #2127
• [feat] Change grouping section layout in figures explorer by @VkoHov in #2143
• [feat] Revamp Figures explorer controls section for better onboarding and usability by @KaroMourad in #2150
• [fix] Resolve failure during docker container start by @Vahram-aimhub in #2153
• [doc] Add table docs with hide, archive and delete functionality by @VkoHov in #2008
• [fix] Resolve type mismatches in response headers by @mihran113 in #2142
• [fix] Disable run status report for remote tracking by @alberttorosyan in #2179
• [feat] Change unit-tests isolation mechanism to property-based one by @alberttorosyan in #2162
• [feat] Cleanup repo orphan params/sequences by @mihran113 in #2130
• [feat] Replace the spinner loader with a lighter one by @VkoHov in #2178
• [doc] Update high-level roadmap by @gorarakelyan in #2121
• [code-health] Separate state slices on explorer engine and improve code quality by @rubenaprikyan in #2147
• [fix] Use empty dict as default when getting Run params by @alberttorosyan in #2213
• [deprecation] Mark Python 3.6 as deprecated by @alberttorosyan in #2203
• [feat] Update the list of integrations in README by @tmynn in #2220
• [doc] Fix the image rendering in the table section by @VkoHov in #2231
• [fix] Fix line chart hovering issue occurring when metrics with "nan" values are tracked by @KaroMourad in #2196
• [fix] Fix scatter plot hovering issue occurring when "nan" values are tracked by @KaroMourad in #2197
• [fix] Prevent unnecessary requesting the list of the tags by @VkoHov in #2236
• [feat] Add the ability to handle exceptions for pipeline phases on Base explorers by @KaroMourad in #2168
• [feat] Add appearance modes to the chart popover by @VkoHov in #2208
• [feat] Add MXNet integration doc, modify fastai import by @tmynn in #2242
• [feat] Move reindex command under storage group by @mihran113 in #2243
• [code-health] Remove obsolete test examples by @gorarakelyan in #2216
• [fix] Resolve TypeErrors on single run page by @mihran113 in #2250
• [feat] Redesign the selection popover of the tags by @VkoHov in #2248
• [fix] Remove the dashboard item from the app sidebar by @VkoHov in #2251

New Contributors

• @djwessel made their first contribution in #2107
• @Vahram-aimhub made their first contribution in #2153

Full Changelog: v3.13.4...v3.14.0

v3.13.4 🚀

What's Changed

• [feat] Add ability to disable smoothing explicitly by @KaroMourad in #2184
• [fix] Virtualize the run params list in the Run page by @roubkar in #2182

Full Changelog: v3.13.3...v3.13.4

v3.13.3 🚀

What's Changed

• [fix] Resolve request cancellation issues on Logs tab by @mihran113 in #2163
• [fix] Fix the data live update handling in the Logs tab by @VkoHov in #2167

Full Changelog: v3.13.2...v3.13.3

v3.13.2 🚀

What's Changed

• [fix] Fix content overlapping issue of x-axis alignment dropdown by @KaroMourad in #2157
• [fix] Fix regression line rendering issue on scatterplot exported image by @KaroMourad in #2157

Full Changelog: v3.13.1...v3.13.2

v3.13.1 🚀

What's Changed

• [fix] Add wandb section link on converters page by @tmynn in #2113
• [fix] Tune error message when KerasTuner is not installed by @tmynn in #2114
• [fix] Change method used for setting Run finalization time by @alberttorosyan in #2119
• [fix] Resolve issue with remote runs re-open by @mihran113 in #2128
• [deprecation] Warn about deprecation when custom Run.hash is set by @alberttorosyan in #2118
• [feat] Add support for metrics query with last value by @mihran113 in #2096
• [feat] Tune mlflow converter run properties by @tmynn in #2134
• [fix] Deprecation issues with PL v1.7 by @djwessel in #2138

Full Changelog: v3.13.0...v3.13.1

v3.13.0 🚀

What's Changed

Enhancements:

• Add Figures Explorer to visualize and compare plotly figures (@rubenaprikyan, @KaroMourad, @arsengit, @VkoHov, @roubkar)
• Add Base Explorer as core of all explorers (@rubenaprikyan, @KaroMourad, @arsengit, @VkoHov, @roubkar)
• Add logging for remote resource cleanup and network stability (@mihran113)
• Restrict Run.hash to auto-generated values only (@alberttorosyan)
• Add ability to compare selected runs from the table (@arsengit)
• Notify users about failed/stalled runs (@mahnerak, @alberttorosyan)
• Add ability to pin metrics in Run Page (@mihran113, @roubkar)
• Add step for unit tests for nightly releases workflow (@mihran113)
• Add Keras-Tuner integration (@tmynn)
• Add Weights & Biases to Aim log converter (@tmynn)

Fixes:

• Fix chart exporting issue (@KaroMourad)
• Fix aim ui rendering issue on notebooks (@rubenaprikyan)
• Fix live update retry to show live data after solving connection problems with the server (@rubenaprikyan)
• Fix tensorboard convert while converting tensor (@Sharathmk99)
• Fix git info collection (@mihran113)
• Fix code block content and query copying functionality (@arsengit)
• Provide compatibility between plotly and matplotlib (@tmynn)
• Warn to use aim.Image if aim.Figure fails (@tmynn)

New Contributors

• @Sharathmk99 made their first contribution in #2000
• @tmynn made their first contribution in #2032

Full Changelog: v3.12.2...v3.13.0

v3.12.2 🚀

What's Changed

• [feat] Apply lazy loading on metrics in Run Page by @roubkar in #2030
• [fix] Correct metric column key in run table grid by @VkoHov in #2038

Full Changelog: v3.12.1...v3.12.2

v3.12.1 🚀

What's Changed

• [fix] Break long metric names into multiple lines in Run Page by @roubkar in #2001
• [fix] Cython version for setup by @mihran113 in #2018
• [fix] Resource cleanup for remote heartbeat-watcher by @mihran113 in #2020
• [feat] Enable run filtering by metric values by @mihran113 in #2009
• [fix] Loosen version requirements for grpcio by @alberttorosyan in #2026

Full Changelog: v3.12.0...v3.12.1

v3.12.0 🚀

What's Changed

Enhancements:

• Add ability to set axes range manually for line charts on UI (@KaroMourad)
• Add more user-friendly querying for dates (@mihran113, @arsengit)
• Filter redundant tooltip data from URL config state (@KaroMourad)
• Improve rendering performance by enhancing table columns virtualization mechanism (@roubkar)
• Increase visibility and usability of the Show table diff button (@arsengit)
• Add support for tensorboard audios conversion (@mihran113)
• Format params keys/paths properly (@VkoHov)
• Mention explicitly run params everywhere params is mentioned (@VkoHov)
• Add ability to hide a batch of items in explorers (@VkoHov)
• Add ability to sort by the last value of the metric in table (@VkoHov)
• Preserve active line even if it is dropped out of the filtered area (@VkoHov)
• Add run duration property for SDK and queries (@mihran113)
• Add client vs server version check for remote tracking server (@mihran113)
• Add Remote tracking client heartbeat (@mihran113)

Fixes:

• Tune table sorting icon box overlapping with column box in compact mode (@KaroMourad)
• Fix tensorboard log conversion for images (@mihran113)
• Check if gradient is None when tracking gradient distributions (@kage08)
• Fix displaying non-syntax errors across Aim UI (@arsengit)
• Fix queries on remote repos (@mihran113)
• Fix interval progress reports for query apis (@mihran113)
• Fix query request cancellation errors (@mihran113)
• Auto-detect and address inconsistencies in meta and series trees (@mahnerak)

New Contributors

• @kage08 made their first contribution in #1917

Full Changelog: v3.11.2...v3.12.0

v3.11.2 🚀

What's Changed

• [fix] Fix the "matched runs" sentence color style overriding issue in progress bars by @KaroMourad in #1931
• [fix] Fix progress bar blinking issue in Runs Explorer by @KaroMourad in #1936
• [fix] Change SyntaxError handling for python3.10+ by @mihran113 in #1942
• [feat] Display error position after getting syntax errors by @arsengit in #1945
• [fix] Avoid saving crashed or terminated search requests as the last state on explorers by @arsengit in #1950
• [fix] Prevent the active run indicator appearance out of the chart by @VkoHov in #1952
• [fix] Remove error message on explorer unmount by @arsengit in #1953
• [fix] Handle generic Exceptions and adjust HTTPException handling by @alberttorosyan in #1933
• [fix] Fix error message after getting syntax error by @arsengit in #1954

Full Changelog: v3.11.1...v3.11.2