ziatdinovmax / gpax
Gaussian Processes for Experimental Sciences
☆221Updated 6 months ago
Alternatives and similar repositories for gpax:
Users that are interested in gpax are comparing it to the libraries listed below
- Fully and Partially Bayesian Neural Nets☆67Updated 2 weeks ago
- Spring 2023 seminar on automated experiment☆23Updated last year
- Gaussian processes in JAX and Flax.☆504Updated last week
- A Bayesian optimization toolbox built on TensorFlow☆229Updated 3 weeks ago
- The materials for the Spring Mathematics in Materials course at the UTK MSE☆49Updated 11 months ago
- ☆40Updated last year
- ☆155Updated last month
- Invariant representation learning from imaging and spectral data☆50Updated last year
- Intuitive scientific computing with dimension types for Jax, PyTorch, TensorFlow & NumPy☆84Updated last week
- Deep GPs built on top of TensorFlow/Keras and GPflow☆125Updated 6 months ago
- Gaussian process augmented with a probabilistic model of expected system's behavior☆15Updated 3 years ago
- Normalizing-flow enhanced sampling package for probabilistic inference in Jax☆230Updated this week
- (NeurIPS 2022) Fast Bayesian Inference with Batch Bayesian Quadrature via Kernel Recombination☆19Updated last year
- Experimental design and (multi-objective) bayesian optimization.☆274Updated this week
- E3x is a JAX library for constructing efficient E(3)-equivariant deep learning architectures built on top of Flax.☆103Updated 2 weeks ago
- jax library for E3 Equivariant Neural Networks☆204Updated 3 months ago
- Interpolation and function approximation with JAX☆172Updated 2 weeks ago
- Fast Bayesian optimization, quadrature, inference over arbitrary domain with GPU parallel acceleration☆26Updated last month
- A software package for flexible HPC GPs☆16Updated last week
- Lightweight library of stochastic gradient MCMC algorithms written in JAX.☆103Updated last year
- Benchmarking☆28Updated 3 years ago
- The tiniest of Gaussian Process libraries☆306Updated last week
- Gaussian processes and Bayesian optimization for images and hyperspectral data☆57Updated last year
- Matrix-free linear algebra in JAX.☆116Updated 3 months ago
- ☆121Updated last year
- Nonlinear optimisation (root-finding, least squares, ...) in JAX+Equinox. https://docs.kidger.site/optimistix/☆408Updated this week
- Linear solvers in JAX and Equinox. https://docs.kidger.site/lineax☆433Updated 3 weeks ago
- ☆49Updated 2 years ago
- A LinearOperator implementation to wrap the numerical nuts and bolts of GPyTorch☆107Updated last month
- ☆37Updated 8 months ago