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MINT is a Python package that streamlines integration of multilayer networks for multimodal community detection (subtyping). MINT is comprised of several modules crafted to: standardize input data, execute Spectral Neighbor-joining Fusion (SNF) and Generalized Louvain (GenLouvain) algorithms, visualize intermediate results, perform cross-validation techniques, and optimize the identified communities by selecting an optimal combination of modalities that maximizes the silhouette score.
Contact: Dr. Saman Sarraf (ssarraf@stanford.edu), Dr. Hadi Hosseini (study_brain@stanford.edu)
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voyager / interstellar
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Xuan's original project found here (https://github.com/xuanyoya/Interstellar-CNN-scheduler), repo adapted for class.
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Jon Green / AI Arcade
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Materials for Stanford's EE185 course, Interactive Light Sculpture Project.
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Katie Frey / Python LexisNexis Scripts
Academic Free License v3.0Updated -
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Tambe Lab / GainSight
Apache License 2.0Fine-Grained Memory Access Profiling for GCRAM-Based AI Accelerators. Profiler to provide insight into relevant metrics such as data lifetimes and read/write frequencies to guide DSE of gain cell-based on-chip memories in domain specific hardware.
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Backup GCP Cloud SQL databases to Cloud Storage buckets.
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Denoising 7T Structural MRI with Conditional Generative Diffusion Models.
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