feat: add NeuroLens interactive neuroscience playground#21
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Ansumanbhujabal wants to merge 1 commit intofacebookresearch:mainfrom
Open
feat: add NeuroLens interactive neuroscience playground#21Ansumanbhujabal wants to merge 1 commit intofacebookresearch:mainfrom
Ansumanbhujabal wants to merge 1 commit intofacebookresearch:mainfrom
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NeuroLens is an interactive module built on top of TRIBE v2 that enables
exploration of brain predictions through three modules:
- **Predict**: Load and visualize brain surface activations per stimulus
at any timepoint, with ROI-level summaries
- **Match**: Find neurally similar stimuli ("More Like This") and
contrast brain regions to discover what content maximizes/minimizes
specific neural responses
- **Eval**: Compare AI models (CLIP, Whisper, GPT-2) against brain
predictions using RSA (Representational Similarity Analysis)
Includes:
- 9 Python modules (neurolens/ package)
- Interactive Jupyter notebook with widget-based UI
- Automated results generator for batch analysis
- 31 unit + integration tests (100% pass)
- Getting started documentation
The module works with pre-computed brain predictions from the TRIBE v2
model and requires no GPU for interactive exploration.
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NeuroLens is an interactive module built on top of TRIBE v2 that enables exploration of brain predictions through three modules:
Includes:
The module works with pre-computed brain predictions from the TRIBE v2 model and requires no GPU for interactive exploration.