google / learned_optimization
☆751Updated this week
Related projects ⓘ
Alternatives and complementary repositories for learned_optimization
- Tensors, for human consumption☆1,113Updated 3 weeks ago
- TensorDict is a pytorch dedicated tensor container.☆840Updated this week
- Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.☆1,016Updated this week
- A library to inspect and extract intermediate layers of PyTorch models.☆470Updated 2 years ago
- ML Collections is a library of Python Collections designed for ML use cases.☆896Updated this week
- Named tensors with first-class dimensions for PyTorch☆322Updated last year
- Code for our NeurIPS 2022 paper☆363Updated last year
- maximal update parametrization (µP)☆1,402Updated 4 months ago
- ☆328Updated this week
- Type annotations and runtime checking for shape and dtype of JAX/NumPy/PyTorch/etc. arrays. https://docs.kidger.site/jaxtyping/☆1,219Updated this week
- For optimization algorithm research and development.☆449Updated this week
- functorch is JAX-like composable function transforms for PyTorch.☆1,396Updated this week
- MLCommons Algorithmic Efficiency is a benchmark and competition measuring neural network training speedups due to algorithmic improvement…☆333Updated 3 weeks ago
- Type annotations and dynamic checking for a tensor's shape, dtype, names, etc.☆1,408Updated 3 months ago
- The merlin dataloader lets you rapidly load tabular data for training deep leaning models with TensorFlow, PyTorch or JAX☆408Updated 7 months ago
- Implementation of a memory efficient multi-head attention as proposed in the paper, "Self-attention Does Not Need O(n²) Memory"☆360Updated last year
- Cockpit: A Practical Debugging Tool for Training Deep Neural Networks☆473Updated 2 years ago
- Optax is a gradient processing and optimization library for JAX.☆1,699Updated last week
- Implementation of https://srush.github.io/annotated-s4☆469Updated last year
- Convolutions for Sequence Modeling☆869Updated 5 months ago
- Hopular: Modern Hopfield Networks for Tabular Data☆306Updated 2 years ago
- Train to 94% on CIFAR-10 in <6.3 seconds on a single A100. Or ~95.79% in ~110 seconds (or less!)☆1,223Updated last year
- ☆788Updated this week
- 🦁 Lion, new optimizer discovered by Google Brain using genetic algorithms that is purportedly better than Adam(w), in Pytorch☆2,041Updated 5 months ago
- Memory mapped numpy arrays of varying shapes☆285Updated 5 months ago
- CLU lets you write beautiful training loops in JAX.☆321Updated this week
- The purpose of this repo is to make it easy to get started with JAX, Flax, and Haiku. It contains my "Machine Learning with JAX" series o…☆661Updated 11 months ago
- A minimal PyTorch implementation of probabilistic diffusion models for 2D datasets.☆663Updated 6 months ago
- Library for 8-bit optimizers and quantization routines.☆714Updated 2 years ago
- TorchOpt is an efficient library for differentiable optimization built upon PyTorch.☆545Updated 2 weeks ago