slinderman / stats215Links
☆29Updated 5 years ago
Alternatives and similar repositories for stats215
Users that are interested in stats215 are comparing it to the libraries listed below
Sorting:
- Mixture Density Networks (Bishop, 1994) tutorial in JAX☆59Updated 5 years ago
- Loss Landscapes of Regularized Linear Autoencoders☆144Updated 3 years ago
- Tree-structured recurrent switching linear dynamical systems☆36Updated 4 years ago
- Hidden Markov Models (HMMs) with tied states and autoregressive observations☆23Updated 4 years ago
- Composable kernels for scikit-learn implemented in JAX.☆43Updated 4 years ago
- Discontinuous Hamiltonian Monte Carlo in JAX☆41Updated 5 years ago
- ☆30Updated 3 years ago
- Train neural networks to use as SMC and importance sampling proposals☆24Updated 7 years ago
- Reducing Reparameterization Gradient Variance code.☆33Updated 8 years ago
- Variational Message Passing for Structured VAE (Code for ICLR 2018 paper)☆44Updated 7 years ago
- Code for "oi-VAE: Output Interpretable VAEs for Nonlinear Group Factor Analysis"☆26Updated 5 years ago
- Reference implementation of variational sequential Monte Carlo proposed by Naesseth et al. "Variational Sequential Monte Carlo" (2018)☆65Updated 6 years ago
- Code for Unbiased Implicit Variational Inference (UIVI)☆14Updated 6 years ago
- Variational inference for hierarchical dynamical systems☆47Updated 10 months ago
- A differentiation API for PyTorch☆30Updated 4 years ago
- a deep recurrent model for exchangeable data☆34Updated 4 years ago
- Autoregressive Energy Machines☆78Updated 2 years ago
- Graduate topics course on learning discrete latent structure.☆67Updated 6 years ago
- A selection of neural network models ported from torchvision for JAX & Flax.☆44Updated 4 years ago
- ☆19Updated 3 years ago
- ☆13Updated 10 months ago
- Black box variational inference for state space models☆2Updated 8 years ago
- ☆80Updated 3 years ago
- Normalizing Flows in Jax☆108Updated 4 years ago
- ☆19Updated 3 years ago
- Computing the eigenvalues of Neural Tangent Kernel and Conjugate Kernel (aka NNGP kernel) over the boolean cube☆47Updated 5 years ago
- Matlab code implementing Minimum Probability Flow Learning.☆69Updated 10 years ago
- Talks from Neil Lawrence☆54Updated last year
- Discrete Object Generation with Reversible Inductive Construction (NeurIPS 2019)☆30Updated 4 years ago
- Code for "Efficient optimization of loops and limits with randomized telescoping sums"☆27Updated 6 years ago