aesara-devs / aesara
Aesara is a Python library for defining, optimizing, and efficiently evaluating mathematical expressions involving multi-dimensional arrays.
☆1,188Updated 2 months ago
Alternatives and similar repositories for aesara:
Users that are interested in aesara are comparing it to the libraries listed below
- PyTensor allows you to define, optimize, and efficiently evaluate mathematical expressions involving multi-dimensional arrays.☆399Updated this week
- Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.☆2,364Updated this week
- Manipulate JSON-like data with NumPy-like idioms.☆855Updated this week
- BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.☆871Updated 2 weeks ago
- Fast NumPy array functions written in C☆1,085Updated 3 months ago
- Optax is a gradient processing and optimization library for JAX.☆1,754Updated this week
- PyStan, a Python interface to Stan, a platform for statistical modeling. Documentation: https://pystan.readthedocs.io☆345Updated 6 months ago
- ☆806Updated this week
- Type annotations and runtime checking for shape and dtype of JAX/NumPy/PyTorch/etc. arrays. https://docs.kidger.site/jaxtyping/☆1,300Updated last week
- Elegant easy-to-use neural networks + scientific computing in JAX. https://docs.kidger.site/equinox/☆2,193Updated last week
- An implementation of chunked, compressed, N-dimensional arrays for Python.☆1,567Updated this week
- Probabilistic Numerics in Python.☆447Updated 8 months ago
- JAX-based neural network library☆2,939Updated last month
- Hardware accelerated, batchable and differentiable optimizers in JAX.☆944Updated 4 months ago
- (Deprecated) Experimental PyMC interface for TensorFlow Probability. Official work on this project has been discontinued.☆713Updated 3 years ago
- Statistical Rethinking (2nd ed.) with NumPyro☆450Updated 11 months ago
- Sparse multi-dimensional arrays for the PyData ecosystem☆613Updated this week
- A High Level API for Deep Learning in JAX☆471Updated 2 years ago
- ⚡️Optimizing einsum functions in NumPy, Tensorflow, Dask, and more with contraction order optimization.☆873Updated 3 months ago
- Python helpers to limit the number of threads used in native libraries that handle their own internal threadpool (BLAS and OpenMP impleme…☆357Updated 6 months ago
- State Space Models library in JAX☆726Updated last month
- Fast numerical array expression evaluator for Python, NumPy, Pandas, PyTables and more☆2,266Updated last month
- Python-based research interface for blackbox and hyperparameter optimization, based on the internal Google Vizier Service.☆1,528Updated this week
- A high-performance implementation of Wilkinson formulas for Python.☆360Updated last week
- PyStan, the Python interface to Stan☆921Updated 3 years ago
- A simple probabilistic programming language.☆681Updated this week
- functorch is JAX-like composable function transforms for PyTorch.☆1,403Updated this week
- N-D labeled arrays and datasets in Python☆3,684Updated this week
- RFC document, tooling and other content related to the array API standard☆225Updated last week
- Describing statistical models in Python using symbolic formulas☆959Updated this week