wilson-labs / cola
Compositional Linear Algebra
☆456Updated this week
Alternatives and similar repositories for cola:
Users that are interested in cola are comparing it to the libraries listed below
- Nonlinear optimisation (root-finding, least squares, ...) in JAX+Equinox. https://docs.kidger.site/optimistix/☆363Updated 2 weeks ago
- Optimal transport tools implemented with the JAX framework, to get differentiable, parallel and jit-able computations.☆555Updated 2 weeks ago
- Linear solvers in JAX and Equinox. https://docs.kidger.site/lineax☆400Updated this week
- Uncertainty quantification with PyTorch☆333Updated 2 months ago
- Oryx is a library for probabilistic programming and deep learning built on top of Jax.☆239Updated 3 weeks ago
- Gaussian processes in JAX.☆473Updated last month
- Hardware accelerated, batchable and differentiable optimizers in JAX.☆944Updated 4 months ago
- Second Order Optimization and Curvature Estimation with K-FAC in JAX.☆255Updated this week
- Mathematical operations for JAX pytrees☆196Updated last month
- ☆243Updated 3 months ago
- CLU lets you write beautiful training loops in JAX.☆329Updated this week
- A LinearOperator implementation to wrap the numerical nuts and bolts of GPyTorch☆99Updated this week
- Turn SymPy expressions into trainable JAX expressions.☆326Updated 2 weeks ago
- Run PyTorch in JAX. 🤝☆214Updated last week
- BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.☆871Updated 2 weeks ago
- State Space Models library in JAX☆726Updated last month
- Zero-copy MPI communication of JAX arrays, for turbo-charged HPC applications in Python☆457Updated 3 weeks ago
- ☆545Updated last month
- Library for reading and processing ML training data.☆355Updated this week
- The tiniest of Gaussian Process libraries☆300Updated last week
- OpTree: Optimized PyTree Utilities☆163Updated this week
- Loopy belief propagation for factor graphs on discrete variables in JAX☆137Updated 3 months ago
- AutoBound automatically computes upper and lower bounds on functions.☆358Updated 6 months ago
- ☆129Updated 3 weeks ago
- ☆201Updated 6 months ago
- Multiple dispatch over abstract array types in JAX.☆113Updated 2 weeks ago
- ☆413Updated 2 months ago
- Add a tqdm progress bar to your JAX scans and loops.☆101Updated 2 months ago
- Orbax provides common checkpointing and persistence utilities for JAX users☆325Updated this week
- JAX Arrays for human consumption☆90Updated last year