sjmikler / pytorch-symbolic
Provides symbolic API for model creation in PyTorch.
☆63Updated 5 months ago
Alternatives and similar repositories for pytorch-symbolic:
Users that are interested in pytorch-symbolic are comparing it to the libraries listed below
- A Pytree Module system for Deep Learning in JAX☆213Updated last year
- Unofficial JAX implementations of deep learning research papers☆153Updated 2 years ago
- ☆111Updated 2 weeks ago
- Cyclemoid implementation for PyTorch☆87Updated 2 years ago
- A pure-functional implementation of a machine learning transformer model in Python/JAX☆177Updated 2 weeks ago
- Named tensors with first-class dimensions for PyTorch☆321Updated last year
- PIX is an image processing library in JAX, for JAX.☆402Updated this week
- How to use the Flax Linen API to build a convolutional neural network model and train it for image classification (using TensorFlow Datas…☆24Updated last year
- Image augmentation library for Jax☆37Updated 10 months ago
- Memory mapped numpy arrays of varying shapes☆293Updated 8 months ago
- JMP is a Mixed Precision library for JAX.☆191Updated 3 weeks ago
- Pytorch implementation of preconditioned stochastic gradient descent (Kron and affine preconditioner, low-rank approximation precondition…☆168Updated 2 months ago
- Running Jax in PyTorch Lightning☆86Updated 2 months ago
- Serialize JAX, Flax, Haiku, or Objax model params with 🤗`safetensors`☆44Updated 8 months ago
- Pretrained deep learning models for Jax/Flax: StyleGAN2, GPT2, VGG, ResNet, etc.☆246Updated last year
- Neural Networks for JAX☆83Updated 4 months ago
- Implementation of the Adan (ADAptive Nesterov momentum algorithm) Optimizer in Pytorch☆251Updated 2 years ago
- A functional training loops library for JAX☆86Updated last year
- ☆73Updated 2 years ago
- NumPy arrays, ready for human consumption☆66Updated 7 months ago
- Lightweight Hyperparameter Optimization 🚂☆143Updated 5 months ago
- A Python package of computer vision models for the Equinox ecosystem.☆104Updated 7 months ago
- A metrics library for the JAX ecosystem☆39Updated last year
- Implementations and checkpoints for ResNet, Wide ResNet, ResNeXt, ResNet-D, and ResNeSt in JAX (Flax).☆107Updated 2 years ago
- LoRA for arbitrary JAX models and functions☆135Updated 11 months ago
- Distributed skorch on Ray Train☆57Updated 2 years ago
- A selection of neural network models ported from torchvision for JAX & Flax.☆44Updated 4 years ago
- ☆67Updated last year
- Run PyTorch in JAX. 🤝☆219Updated this week
- Mathematical operations for JAX pytrees☆198Updated 2 months ago