ASEM000 / pytreeclass
Visualize, create, and operate on pytrees in the most intuitive way possible.
☆45Updated 3 months ago
Alternatives and similar repositories for pytreeclass:
Users that are interested in pytreeclass are comparing it to the libraries listed below
- Stencil computations in JAX☆70Updated last year
- Exponential families for JAX☆65Updated this week
- Multiple dispatch over abstract array types in JAX.☆115Updated this week
- JAX Arrays for human consumption☆92Updated last year
- A dead simple Python package for creating custom JAX pytree objects☆63Updated 5 months ago
- Tools for JAX☆45Updated last week
- Turn jitted jax functions back into python source code☆22Updated 3 months ago
- Turning SymPy expressions into JAX functions☆44Updated 4 years ago
- A small library for creating and manipulating custom JAX Pytree classes☆56Updated 2 years ago
- Probabilistic solvers for differential equations in JAX. Adaptive ODE solvers with calibration, state-space model factorisations, and cus…☆46Updated last week
- Add a tqdm progress bar to your JAX scans and loops.☆105Updated 2 weeks ago
- Distrax, but in equinox. Lightweight JAX library of probability distributions and bijectors.☆28Updated this week
- Normalizing Flows using JAX☆83Updated last year
- Pytrees + dataclasses ❤️☆62Updated 9 months ago
- Stainless neural networks in JAX☆34Updated 3 weeks ago
- Minimal Implementation of Bayesian Optimization in JAX☆91Updated 3 months ago
- ☆18Updated 3 months ago
- Pytorch-like dataloaders for JAX.☆80Updated 5 months ago
- A functional training loops library for JAX☆86Updated last year
- A Python package of computer vision models for the Equinox ecosystem.☆103Updated 8 months ago
- ☆80Updated 3 years ago
- Wraps PyTorch code in a JIT-compatible way for JAX. Supports automatically defining gradients for reverse-mode AutoDiff.☆51Updated last week
- A JAX-based research framework for writing differentiable numerical simulators with arbitrary discretizations☆125Updated 6 months ago
- Einsum-like high-level array sharding API for JAX☆34Updated 8 months ago
- Matrix-free linear algebra in JAX.☆116Updated 3 months ago
- Code for the book "The Elements of Differentiable Programming".☆79Updated 3 weeks ago
- A small library of paramaterizations and parameter constraints for PyTrees.☆23Updated 5 months ago
- A Wadler--Lindig pretty printer for Python☆38Updated 2 weeks ago
- Simple, extensible implementations of some meta-learning algorithms in Jax☆10Updated 4 years ago
- Lightweight library of stochastic gradient MCMC algorithms written in JAX.☆102Updated last year