Renumics-spotlight

Features

- Support Hugging Face 🤗 datasets in `spotlight.show`
- Show original file name when converted to pandas

Features

- Set columns for analysis with `spotlight.show(..., analyze=["column_a", "column_b"])`
- Lazy load strings in UI
- Add confusion matrix widget
- Add metrics widget
- Add word cloud widget
- Support .parquet, .feather and .orc files through pandas
- Support image datasets in huggingface ImageFolder format
- Specify root folder as `folder` argument to Spotlight
- New dtype notation in `spotlight.dtypes`
- Configurable layouts in `spotlight.layouts`.

Bugfixes

- Gracefully handle unsupported values in cleanvision analysis
- Fix split layouts in API and UI
- Fix column resizing in data table widget
- Fix handling of pandas categories in UI

Features

- Configurable layouts in `spotlight.layouts`.

Features

- Set columns for analysis with `spotlight.show(..., analyze=["column_a", "column_b"])`
- Lazy load strings in UI
- Add confusion matrix widget
- Add metrics widget
- Add word cloud widget
- Support .parquet, .feather and .orc files through pandas
- Support image datasets in huggingface ImageFolder format
- Specify root folder as `folder` argument to Spotlight
- New dtype notation in `spotlight.dtypes`

Bugfixes

- Gracefully handle unsupported values in cleanvision analysis
- Fix split layouts in API and UI
- Fix column resizing in data table widget
- Fix handling of pandas categories in UI

Features

- New Data Issues Widget
- Start Spotlight from scripts without a protected entry point (`if __name__ == __main__:`)
- Set (default) layout via environment variable `SPOTLIGHT_LAYOUT`
- Spotlight automatically guesses dtypes
- Fully support sequences from arrays in Pandas DataFrames
- Support for windows in array lens
- Show truncated string in table
- Remove `spotlight-notebook`
- Allow custom dtypes for h5 datasets
- Explicit typing and functional creation for inspector lenses in `renumics.spotlight.layout`
- Color spectrogram by decibels

Bugfixes

- Layout parsing in Python API
- Make Spotlight stoppable on Windows
- Kill all subprocesses on exit
- Filter by strings containing regex-specific characters works
- Show category names in histogram (instead of codes)
- Fix histogram hover highlight
- Faster mesh coloring

Bugfixes

- Added `httpx` to dependencies