awf / functional-transformerLinks
A pure-functional implementation of a machine learning transformer model in Python/JAX
☆179Updated 2 months ago
Alternatives and similar repositories for functional-transformer
Users that are interested in functional-transformer are comparing it to the libraries listed below
Sorting:
- A Pytree Module system for Deep Learning in JAX☆214Updated 2 years ago
- Named tensors with first-class dimensions for PyTorch☆332Updated 2 years ago
- ☆104Updated last year
- ☆60Updated 3 years ago
- A functional training loops library for JAX☆88Updated last year
- Implicit MLE: Backpropagating Through Discrete Exponential Family Distributions☆258Updated last year
- ☆153Updated 5 years ago
- ☆68Updated last year
- A Python package of computer vision models for the Equinox ecosystem.☆107Updated 11 months ago
- Unofficial JAX implementations of deep learning research papers☆156Updated 3 years ago
- Framework-agnostic library for checking array/tensor shapes at runtime.☆46Updated 4 years ago
- MinT: Minimal Transformer Library and Tutorials☆256Updated 2 years ago
- Differentiable Algorithms and Algorithmic Supervision.☆115Updated 2 years ago
- Memory mapped numpy arrays of varying shapes☆299Updated last year
- Pytorch implementation of preconditioned stochastic gradient descent (Kron and affine preconditioner, low-rank approximation precondition…☆179Updated last month
- ☆247Updated 2 weeks ago
- PIX is an image processing library in JAX, for JAX.☆419Updated 4 months ago
- Swarm training framework using Haiku + JAX + Ray for layer parallel transformer language models on unreliable, heterogeneous nodes☆239Updated 2 years ago
- An interactive exploration of Transformer programming.☆265Updated last year
- NumPy arrays, ready for human consumption☆70Updated 3 weeks ago
- An alternative to convolution in neural networks☆256Updated last year
- ☆108Updated 2 years ago
- Automatic gradient descent☆208Updated 2 years ago
- Annotating tensor shapes using Python types☆159Updated 2 years ago
- Source code, datasets and trained models for the paper Learning Advanced Mathematical Computations from Examples (ICLR 2021), by François…☆180Updated 3 years ago
- JAX Synergistic Memory Inspector☆175Updated 11 months ago
- Silly twitter torch implementations.☆46Updated 2 years ago
- Mathematical operations for JAX pytrees☆198Updated 7 months ago
- ☆24Updated last year
- Turn SymPy expressions into trainable JAX expressions.☆343Updated 2 months ago