diffprog / codeLinks
Code for the book "The Elements of Differentiable Programming".
☆278Updated 5 months ago
Alternatives and similar repositories for code
Users that are interested in code are comparing it to the libraries listed below
Sorting:
- Patched Attention for Nonlinear Dynamics☆161Updated this week
- Deep Learning, an Energy Approach☆224Updated 5 months ago
- A projection-based framework for gradient-free and parallel learning☆108Updated 5 months ago
- Notes for the Numerics of Machine Learning Lecture Course at the University of Tübingen☆222Updated last year
- Compositional Linear Algebra☆503Updated 4 months ago
- Interactive textbook on state-space models☆199Updated last year
- Uncertainty quantification with PyTorch☆377Updated last month
- ☆179Updated last week
- Notebooks for the "Deep Learning with JAX" book☆162Updated 6 months ago
- Run PyTorch in JAX. 🤝☆309Updated last month
- Python & Matlab code for the figures from the book "Learning Theory from First Principles" by Francis Bach☆131Updated last year
- Nonlinear optimisation (root-finding, least squares, ...) in JAX+Equinox. https://docs.kidger.site/optimistix/☆507Updated last week
- TorchFSM: Fourier Spectral Method with PyTorch☆52Updated this week
- Loopy belief propagation for factor graphs on discrete variables in JAX☆161Updated last year
- 🧱 Modula software package☆309Updated 3 months ago
- Oryx is a library for probabilistic programming and deep learning built on top of Jax.☆285Updated 2 months ago
- Machine Learning with Symbolic Tensors☆350Updated 2 weeks ago
- Linear solvers in JAX and Equinox. https://docs.kidger.site/lineax☆492Updated this week
- The boundary of neural network trainability is fractal☆221Updated last year
- Graph neural networks in JAX.☆68Updated last year
- Multiple dispatch over abstract array types in JAX.☆136Updated 2 weeks ago
- A Python package of computer vision models for the Equinox ecosystem.☆110Updated last year
- ☆30Updated 4 months ago
- ☆249Updated this week
- Minimal, lightweight JAX implementations of popular models.☆167Updated last week
- Material for the "Probabilistic Machine Learning" Course at the University of Tübingen, Summer Term 2023☆195Updated 2 years ago
- About A collection of AWESOME things about information geometry Topics☆171Updated last year
- Flexible Inference for Predictive Coding Networks in JAX.☆60Updated last week
- Learning Deep Representations of Data Distributions☆667Updated this week
- Turn SymPy expressions into trainable JAX expressions.☆355Updated 7 months ago