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+ ---
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+ title: t-SNE (t-Distributed Stochastic Neighbor Embedding) (Transcriptome-centric, 3D)
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+ emoji: 🧬
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+ colorFrom: purple
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+ colorTo: blue
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+ sdk: python
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+ tags:
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+ - transcriptomics
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+ - dimensionality-reduction
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+ - tsne
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+ license: mit
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+ ---
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+
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+ # t-SNE (t-Distributed Stochastic Neighbor Embedding) (Transcriptome-centric, 3D)
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+ Pre-trained t-SNE (t-Distributed Stochastic Neighbor Embedding) model for transcriptomics data compression, part of the TRACERx Datathon 2025 project.
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+
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+ ## Model Details
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+ - **Method**: t-SNE (t-Distributed Stochastic Neighbor Embedding)
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+ - **Compression Mode**: Transcriptome-centric
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+ - **Output Dimensions**: 3
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+ - **Training Data**: TRACERx open dataset (VST-normalized counts)
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+
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+ ## Usage
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+
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+ This model is designed to be used with the TRACERx Datathon 2025 analysis pipeline.
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+ It will be automatically downloaded and cached when needed.
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+ ```python
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+ import joblib
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+
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+ # Load the model bundle
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+ model_data = joblib.load("model.joblib")
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+
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+ # Access components based on model type
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+ # See documentation for specific usage
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+ ```
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+
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+ ## Files
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+
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+ - `model.joblib`: Model bundle containing fitted model and preprocessing parameters