Aim

Latest version: v4.0.3

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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)

3.11.0

Not secure
Enhancements:

- Add `--uds` option for `aim up` command (mihran113)
- Add progress reporting for search APIs and tqdm progress for SDK queries (mihran113)
- Add all the attributes of runs in the grouping popovers (KaroMourad)
- Display progress bar on Explorer pages when searching metadata (KaroMourad)
- Improve the processing speed for tb to aim converter (osoblanco)
- Adjust charts hover attributes position calculation and styles (KaroMourad)
- Improve formatting of numbers by setting maximum precision (KaroMourad)
- Add cloud storage backups to AWS S3 for aim repo runs (karan2801)
- Add LightGBM integration example (gorarakelyan)
- Add descriptive document titles for pages (KaroMourad)
- Implement unit-tests for aim SDK utils (yeghiakoronian)
- Display std.dev/err aggregated values in the table (VkoHov)
- Add `active` state indicator property for `aim.Run` (mihran113)
- Add `active` state indicators on the chart (VkoHov)
- Add ability to edit run name and description of run (VkoHov)
- Show the description in the sidebar of the run overview tab (VkoHov)
- Add all the attributes of run in the tooltip (VkoHov)
- Optimize the initial render time of Aim UI by using more lightweight font-family (arsengit)
- Use monaco editor as the syntax highlighter across the Aim UI (arsengit)
- Add loader to the top of the logs box in the run page (VkoHov)
- Add the date and the duration of run in the header of the single run page (VkoHov)
- Add the name, status and duration of run in the runs table of the tags page (VkoHov)
- Fit long name values in manage columns popover (arsengit)
- Add caching mechanism for sequence queries to optimize query performance (mihran113)
- Use step random hash as a key for metric sequences (alberttorosyan)

Fixes:

- Fix issue with tensorboard to aim conversion (osoblanco)
- Fix reset zoom history on alignment type change (KaroMourad)
- Fix issue with rendering incorrect data when x-axis aligned by `relative time/epoch` (KaroMourad)
- Fix LineCart axis ticks overlapping issue on log scale (KaroMourad)
- Change zooming default option to multiple (VkoHov)
- Change grouped rows' min and max values names to `Group Min` and `Group Max` (VkoHov)
- Preserve the search input value of the grouping dropdown (VkoHov)
- Change the titles and placeholders in popovers (VkoHov)
- Resolve typing latency issue in the query search input (arsengit)
- Reorder and add non-hideable table columns (arsengit)
- Change the font of the runs navigation popover (VkoHov)
- Keep color persistence state after page reload (VkoHov)
- Resolve content blinking issue after search in the run page (arsengit)
- Fix scroll to bottom on live-update in logs tab (VkoHov)
- Fix timezone issues for activity map (mihran113)
- Fix `aim up` command output when `--port 0` is passed (mihran113)

3.10.3

Not secure
- Adjust the content overflowing of the Delete and the Archive modals (VkoHov)
- Resolve issue with redirect in run page (arsengit)

3.10.2

Not secure
- Adjust SRP Logs row height calculation (VkoHov)
- Fix issue with live update requests scheduler (rubenaprikyan)
- Fix log capturing crash during run garbage collection (mihran113)
- Fix Pytorch Lightning adapter `finalize` method (mihran113)
- Fix params duplication in dropdowns (VkoHov)
- Skip system params in Explorer pages (alberttorosyan)

3.10.1

Not secure
- Resolve issue with rendering run params in the overview tab of SRP (arsengit)
- Fix issue with search query state update (arsengit)

3.10.0

Not secure
Enhancements:

- Add ability to adjust the density of the visible content in tables (roubkar)
- Set `metric.name` as default option for grouping (roubkar)
- Show user-selected params before group config in chart popover (roubkar)
- Optimize stream decoding performance on UI (mahnerak)
- Add support for animated image formats to Aim Image object (devfox-se)
- Add `AimLogger` for Catboost (devfox-se)
- Add `AimCallback` for LightGBM (devfox-se)
- Keep the extents of `HighPlot` axes brush in the state and the URL (VkoHov)
- Integrate `aim` with `cimport`-able `aimrocks` (mahnerak)
- Add `__slots__` to some classes to improve performance (mahnerak)
- Define base abstractions for `Iterator` and `DB` by borrowing from `aimrocks` (mahnerak)
- Use `KeysIterator` and `ValuesIterator` wrappers instead of reimplementing (mahnerak)
- Rename `PrefixView.container` to `PrefixView.parent` (mahnerak)
- Reimplement `absolute_path` (mahnerak)
- Cython bindings for `PrefixView`, `TreeView`, `Container`, `ArrayView` (mahnerak)
- Add ability to track and visualize stdout/stderr (mihran113, VkoHov)
- Fix `AimLogger` deprecation issues related to release of PyTorch Lightning v1.5 (arnauddhaene)
- Enable better autocomplete experience with monaco editor (arsengit)
- Pre-loading and caching necessary resources, add pre-loader animation to Aim UI (arsengit)

Fixes:

- Remove hard-coded installation of pre-requirements (mahnerak)
- Remove duplicate code from `TreeView` and `Container` methods (mahnerak)
- Fix issue with filtering metrics values in single run page (KaroMourad)

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