Aim

Latest version: v4.0.3

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3.13.0

Not secure
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 incorrect column keys of metrics in the table grid of the runs dashboard (VkoHov)
- 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)

3.12.2

Not secure
- Fix formatting of empty metric contexts (VkoHov)
- Apply lazy loading on metrics in Run Page (roubkar)

3.12.1

Not secure
- Loosen version requirements for grpcio (alberttorosyan)
- Fix remote heartbeat-watcher resource cleanup (mihran113)
- Break long metric names into multiple lines in Run Page (roubkar)
- Enable run filtering by metric values (mihran113)
- Fix Cython version to eliminate build errors (mihran113)

3.12.0

Not secure
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)

3.11.2

Not secure
Enhancements:

- Display the error position when getting syntax errors after searching (arsengit)

Fixes:

- Avoid saving crashed or terminated search requests as the last state on explorers (arsengit)
- Remove the progress bar blinking when searching runs in Runs Explorer (KaroMourad)
- Fix the "matched runs" sentence color style in progress bars (KaroMourad)
- Fix `SyntaxError` handling for python3.10+ (mihran113)
- Fix generic Exceptions handling and adjust HTTPException handling (alberttorosyan)

3.11.1

Not secure
- Replace base58 encoder with base64 (KaroMourad, VkoHov)
- Fix Notes tab loading issue (arsengit)
- Fix the loading logic of the `monaco editor` across the Aim Ui (arsengit)
- Fix `Table` export functionality in Params and Scatters explorers (arsengit)
- Allow mixing numeric types on a single Sequence (alberttorosyan)

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