Spaces:
Running on Zero
Running on Zero
Commit History
27 days ago
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Virtual OpenCell: show the 2D/3D switch again (3D set regenerated) Running
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28 days ago
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Virtual OpenCell: hide the 3D view while the 3D set is regenerated
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Virtual OpenCell: switch between 2D and 3D virtual staining; 3D shown one confocal slice at a time
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Centre the full virtual staining map
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Center the full virtual staining map heading
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29 days ago
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ZeroGPU duration 75 s: ~2x a measured run, two anonymous runs a day
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Condensate Titration: input-only panel, row/column comparison in the scan, ZeroGPU duration 120 s
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Condensate Titration: Virtual OpenCell layout and style; GPU only generates and classifies
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Condensate Titration: the paper's ΔAUC and ΔAAC substitution matrices, click a cell for its distribution
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Condensate Titration: let the generated-images gallery scroll
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Condensate Titration: caption each generated image with its expression level only
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Condensate Titration: show all 512 generated images in a gallery, captioned with level and call
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Condensate Titration: report only AUC, AAC and sequence length
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Add the citation: paper link under the title, BibTeX in the app and the README
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Virtual OpenCell: show the full map by default, below the viewer
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Virtual OpenCell: click the map to open the full map, every image and every protein named
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Virtual OpenCell: let the sample strip scroll instead of clipping past two rows
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Virtual OpenCell: say plainly what the map draws (12 images per protein, all of the selected one)
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Virtual OpenCell: add the interactive virtual staining map (UMAP), with the selected protein outlined
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Use the notebook's condensate titration flow diagram (notebooks/images/cellfm_flow_diagram.png)
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Add the Virtual OpenCell tab: browse CELL-FM's virtual staining of 1,276 OpenCell proteins
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Drop the top-level copies; they live in cell_fm/apps/condenseq now
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Import the CondenSeq app modules from cell_fm.apps.condenseq; add vit_cls
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Lead the noise section with pairing; a paired single-residue change is resolvable
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Correct the reference values (they were unseeded) and state the seed noise; document the numpy<2 constraint
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Use the supplied flow diagram artwork; drop the generated figure
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Diagram: ViT label, larger in-box type, AUC/AAC anchored in their regions
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Trim the section text to one line; let the flow diagram carry the explanation
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Replace the explainer with a pipeline flow diagram
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Add a schematic explaining the pipeline and what AUC and AAC measure
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Label the input 'IDP sequence'
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Drop the preset dropdown; label the box IDP sequence (66 aa)
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Sequence is the only input, fixed at 66 aa; sampling settings pinned
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Say Intrinsically Disordered Peptide (IDP) rather than region/IDR
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Reword the model description
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Rename to CELL-FM; make Condensate Titration the first of several app sections
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Add MIT license
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Fix 500 on /gradio_api/info: handle bool additionalProperties schemas
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Let Spaces install gradio from sdk_version (5.9.1); fixes 500 on /
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Do not pass share= on Spaces; it aborts launch when localhost is unreachable
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Pin gradio/gradio_client together to fix the startup schema crash
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Add loguru/tqdm/torchdiffeq; make wandb optional
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Pin torch 2.8.0 for ZeroGPU; build models on CPU at startup
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CELL-FM CondenSeq demo: sequence -> titration curve, AUC and AAC
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initial commit
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