A Linear Gaussian State Space Model (LGSSM) for pytorch, also known as a Linear Dynamical System (LDS)
MIT License
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convenient python functions for bayesian GLMs (using Stan / PyStan)
Generalized linear models for neural spike train modeling, in Python! With GPU-accelerated fully-...
Bayesian inference in HSMMs and HMMs
PyTorch re-implementation of [Structured Inference Networks for Nonlinear State Space Models, AAA...
some tools for gaussian linear dynamical systems
Interpretable neural spike train models with fully-Bayesian inference algorithms
Implementation of the Orthogonal Instantaneous Linear Mixing Model
GPT, but made only out of MLPs
Random feature latent variable models in Python
[ECCV 2024 Oral] LGM: Large Multi-View Gaussian Model for High-Resolution 3D Content Creation.
LL3M: Large Language and Multi-Modal Model in Jax
Robust policy search algorithms which train on model ensembles
Recurrent Switching Linear Dynamical Systems