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1. mackelab/ModelSMC mackelab/ModelSMC Public

   Official implementation of "A Probabilistic Framework for LLM-Based Model Discovery", ICML 2026.

   Python 3

2. mackelab/npe-pfn mackelab/npe-pfn Public

   Minimal repository for the paper "Effortless, Simulation-Efficient Bayesian Inference using Tabular Foundation Models", NeurIPS 2025.

   Python 7 5

3. DeepSSM_SysID DeepSSM_SysID Public

   Official PyTorch implementation of "Deep State Space Models for Nonlinear System Identification", 2020.

   Python 102 28

4. PCR_spiked_covariance PCR_spiked_covariance Public

   Official PyTorch implementation of "No Double Descent in Principal Component Regression", ICML 2024.

   Jupyter Notebook 1

5. nstemi_prediction nstemi_prediction Public

   Official test code for paper "Development and validation of deep learning ECG-based prediction of myocardial infarction in emergency department patients"

   Python 13 1

6. invertible_kernel_PCA invertible_kernel_PCA Public

   Official implementation of "Invertible Kernel PCA with Random Fourier Features", 2022.

   Jupyter Notebook 8 1