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1. slotflow-inference slotflow-inference Public

   Amortized trans-dimensional inference (joint cardinality + parameters) via slot-based conditional normalizing flows — sinusoidal and Gaussian-mixture instantiations.

   Python 5 2

2. tdi-infinity-patchpack tdi-infinity-patchpack Public

   Drop-in modules and example notebooks implementing all-in-one time-delay interferometry (TDI-∞) for suppressing instrumental noise in LISA data, with support for simulation, calibration, and JAX-ac…

   Jupyter Notebook

3. slotflow-lisa-workshop slotflow-lisa-workshop Public

   Hands-on ML tutorials for LISA data analysis, using SlotFlow as a lightweight model for Galactic Binary inference and benchmarking.

   Jupyter Notebook

4. slotflow-esa-workshop slotflow-esa-workshop Public

   Hands-on tutorials on amortized trans-dimensional inference (LISA AI Hackathon, ESA ESTEC): inferring how many sources are in a signal and what they are.

   Jupyter Notebook

5. when-attention-collapses when-attention-collapses Public

   Evidence depletion for slot attention. Code for the NeurIPS 2026 paper "When Attention Collapses: Residual Evidence Modeling for Compositional Inference"

   Python

6. soundtouch-localradio soundtouch-localradio Public

   Bose SoundTouch preset buttons play internet radio again after the cloud shutdown — speaker serves its own stations

   Go