vtopt / qnstopLinks
Quasi-Newton Algorithm for Stochastic Optimization
☆10Updated 3 years ago
Alternatives and similar repositories for qnstop
Users that are interested in qnstop are comparing it to the libraries listed below
Sorting:
- Neural Fixed-Point Acceleration for Convex Optimization☆29Updated 2 years ago
- Discontinuous Hamiltonian Monte Carlo in JAX☆42Updated 5 years ago
- A differentiation API for PyTorch☆30Updated 5 years ago
- Prototypes of differentiable differential equation solvers in JAX.☆27Updated 5 years ago
- The differentiable OSQP solver layer for PyTorch☆63Updated 2 years ago
- Code for Unbiased Implicit Variational Inference (UIVI)☆14Updated 6 years ago
- Statistical adaptive stochastic optimization methods☆32Updated 5 years ago
- Layered distributions using FLAX/JAX☆10Updated 4 years ago
- Auxiliary variable Markov chain Monte Carlo methods☆10Updated 7 years ago
- A variational method for fast, approximate inference for stochastic differential equations.☆44Updated 7 years ago
- ☆45Updated 5 years ago
- Code for our ICLR Trustworthy ML 2020 workshop paper "Improved Image Wasserstein Attacks and Defenses"☆14Updated 5 years ago
- CHOP: An optimization library based on PyTorch, with applications to adversarial examples and structured neural network training.☆78Updated last year
- "Parameter origami" -- folding and unfolding collections of parameters for optimization and sensitivity analysis.☆14Updated last year
- Computing the eigenvalues of Neural Tangent Kernel and Conjugate Kernel (aka NNGP kernel) over the boolean cube☆47Updated 5 years ago
- Source code for ICLR 2020 paper: "Learning to Guide Random Search"☆40Updated 11 months ago
- ☆30Updated 3 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
- Variational Walkback, NIPS'17☆28Updated 7 years ago
- Library for learning and inference with Sum-product Networks utilizing TensorFlow 2.x and Keras☆48Updated 4 years ago
- Code for "'Hey, that's not an ODE:' Faster ODE Adjoints via Seminorms" (ICML 2021)☆87Updated 2 years ago
- Variational inference for hierarchical dynamical systems☆48Updated last year
- ☆15Updated 4 years ago
- Matlab code implementing Minimum Probability Flow Learning.☆69Updated 10 years ago
- Probabilistic Solution of Differential Equations☆13Updated 3 years ago
- Riemannian Convex Potential Maps☆67Updated 2 years ago
- PyTorch implementation comparison of old and new method of determining eigenvectors from eigenvalues.☆98Updated 3 years ago
- Know Your Boundaries: Constraining Gaussian Processes by Variational Harmonic Features☆23Updated 6 years ago
- Efficient Householder Transformation in PyTorch☆66Updated 4 years ago
- ☆67Updated 7 years ago