Dynamical Inference Lab

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9 repositories

ituna
Public
🐟 ituna – tune machine learning models for empirical identifiability and consistency
sklearn pytorch hyperparameter-optimization hyperparameter-tuning identifiability
Python
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MIT License
•0•2•0•0•Updated Feb 9, 2026Feb 9, 2026
tdmpc2
Public
Code for "TD-MPC2: Scalable, Robust World Models for Continuous Control"
Python
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MIT License
•166•0•0•0•Updated Jan 30, 2026Jan 30, 2026
ebc
Public
Official implementation of Equivariance by Contract (EbC)
Python
•1•1•0•0•Updated Dec 5, 2025Dec 5, 2025
fastsae
Public
FastSAE: Adopt seamlessly, train fast
pytorch sparse-autoencoders sae interpretability explainable-ai xai mechanistic-interpretability
Python
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MIT License
•0•4•0•0•Updated Nov 19, 2025Nov 19, 2025
patchsae
Public
Implementation of PatchSAE as presented in "Sparse autoencoders reveal selective remapping of visual concepts during adaptation"
pytorch sparse-autoencoders sae explainable-ai xai
Jupyter Notebook
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MIT License
•4•30•0•0•Updated Oct 31, 2025Oct 31, 2025
paperbee
Public
Python
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MIT License
•13•0•0•1•Updated Sep 18, 2025Sep 18, 2025
cytosae
Public
Official implementation of CytoSAE: Interpretable Cell Embeddings for Hematology
Jupyter Notebook
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Other
•4•22•1•0•Updated Jul 17, 2025Jul 17, 2025
dcl
Public
Official reference implementation of dynamics contrastive learning (DCL).
pytorch dynamical-systems self-supervised-learning contrastive-learning
Python
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Apache License 2.0
•4•29•0•0•Updated Jun 24, 2025Jun 24, 2025
.github
Public
0•0•0•0•Updated Sep 16, 2024Sep 16, 2024