dbasso98 / ASD2023Links
☆9Updated last year
Alternatives and similar repositories for ASD2023
Users that are interested in ASD2023 are comparing it to the libraries listed below
Sorting:
- Double Trouble in the Double Descent Curve with Optical Processing Units.☆12Updated 3 years ago
- Agent models implemented with Pyro☆11Updated 2 years ago
- simple JAX-/NumPy-based implementations of NGD with exact/approximate Fisher Information Matrix both in parameter-space and function-spac…☆14Updated 4 years ago
- Hessian backpropagation (HBP): PyTorch extension of backpropagation for block-diagonal curvature matrix approximations☆20Updated 2 years ago
- "Stochasticity in Neural ODEs: An Empirical Study". Experiments from the paper☆13Updated 5 years ago
- Quasi-Newton Algorithm for Stochastic Optimization☆10Updated 3 years ago
- Optimizers for performing approximate Bayesian inference on neural network parameters with Tensorflow and JAX☆13Updated last year
- ☆14Updated 2 years ago
- Bayesian optimization of discrete sequences☆21Updated 3 years ago
- RKHS feature vectors, operators, and statistical models using JAX for automatic differentiation☆8Updated 4 years ago
- Convolutions and more as einsum for PyTorch☆17Updated last year
- Curated repository for all the teaching materials (courses, seminars, etc.) provided by the lab and its members.☆8Updated 2 months ago
- Generic API for dispatch to Pyro backends.☆16Updated 3 years ago
- Deep learning lectures I am holding for the MSc on Data Science and Scientific Computing☆13Updated 3 years ago
- Simple and extensible hypergradient for PyTorch☆18Updated 2 years ago
- Some tutorials for tackling a Machine Learning Competition☆6Updated 4 years ago
- Parallel random matrix tools and complexity for deep learning☆33Updated last year
- Dive into Jax, Flax, XLA and C++☆31Updated 5 years ago
- A lightweight didactic library of kernel methods using the back-end JAX.☆12Updated 2 years ago
- Probabilistic numerical finite differences. Compute finite difference weights and differentiation matrices on scattered data sites and wi…☆11Updated 2 years ago
- 🤓🔥 Collection of PyTorch additions, extensions, utilities, uses and abuses☆9Updated this week
- [TMLR 2022] Curvature access through the generalized Gauss-Newton's low-rank structure: Eigenvalues, eigenvectors, directional derivative…☆17Updated 2 years ago
- Probabilistic Solution of Differential Equations☆13Updated 3 years ago
- ☆80Updated 3 years ago
- ☆12Updated 4 years ago
- Layered distributions using FLAX/JAX☆10Updated 4 years ago
- Tidy autoregressive inference in JAX☆14Updated this week
- Scalable Probabilistic Programming Library☆21Updated 7 years ago
- A differentiation API for PyTorch☆30Updated 5 years ago
- Implementation of approximate free-energy minimization in PyTorch☆19Updated 3 years ago