google-deepmind / dks
Multi-framework implementation of Deep Kernel Shaping and Tailored Activation Transformations, which are methods that modify neural network models (and their initializations) to make them easier to train.
☆66Updated 3 months ago
Alternatives and similar repositories for dks:
Users that are interested in dks are comparing it to the libraries listed below
- Pytorch implementation of preconditioned stochastic gradient descent (Kron and affine preconditioner, low-rank approximation precondition…☆168Updated 2 months ago
- Meta-learning inductive biases in the form of useful conserved quantities.☆37Updated 2 years ago
- A selection of neural network models ported from torchvision for JAX & Flax.☆44Updated 4 years ago
- JAX implementation of Learning to learn by gradient descent by gradient descent☆27Updated 4 months ago
- ☆112Updated 3 weeks ago
- AdaCat☆49Updated 2 years ago
- Implementations and checkpoints for ResNet, Wide ResNet, ResNeXt, ResNet-D, and ResNeSt in JAX (Flax).☆107Updated 2 years ago
- Code Release for "Broken Neural Scaling Laws" (BNSL) paper☆58Updated last year
- Unofficial but Efficient Implementation of "Mamba: Linear-Time Sequence Modeling with Selective State Spaces" in JAX☆82Updated last year
- Transformers with doubly stochastic attention☆45Updated 2 years ago
- Latent Diffusion Language Models☆68Updated last year
- ☆59Updated 2 years ago
- This is a port of Mistral-7B model in JAX☆32Updated 8 months ago
- A simple library for scaling up JAX programs☆133Updated 4 months ago
- ☆52Updated 5 months ago
- Optimization algorithm which fits a ResNet to CIFAR-10 5x faster than SGD / Adam (with terrible generalization)☆12Updated last year
- ☆31Updated last month
- ☆33Updated 5 months ago
- ☆58Updated 3 years ago
- A simple hypernetwork implementation in jax using haiku.☆23Updated 2 years ago
- Official repository for our ICLR 2021 paper Evaluating the Disentanglement of Deep Generative Models with Manifold Topology☆35Updated 3 years ago
- Experiment of using Tangent to autodiff triton☆76Updated last year
- A GPT, made only of MLPs, in Jax☆57Updated 3 years ago
- Open source code for EigenGame.☆30Updated last year
- Official repository for the paper "Can You Learn an Algorithm? Generalizing from Easy to Hard Problems with Recurrent Networks"☆60Updated 3 years ago
- CUDA implementation of autoregressive linear attention, with all the latest research findings☆44Updated last year
- PyTorch interface for TrueGrad Optimizers☆42Updated last year
- RWKV model implementation☆37Updated last year
- Usable implementation of Emerging Symbol Binding Network (ESBN), in Pytorch☆24Updated 4 years ago
- code for "Semi-Discrete Normalizing Flows through Differentiable Tessellation"☆26Updated 2 years ago