dave-fernandes / SaddleFreeOptimizerLinks
A second order optimizer for TensorFlow that uses the Saddle-Free method.
☆22Updated 6 years ago
Alternatives and similar repositories for SaddleFreeOptimizer
Users that are interested in SaddleFreeOptimizer are comparing it to the libraries listed below
Sorting:
- Source code for ICLR 2020 paper: "Learning to Guide Random Search"☆40Updated last year
- Computing the eigenvalues of Neural Tangent Kernel and Conjugate Kernel (aka NNGP kernel) over the boolean cube☆47Updated 6 years ago
- Statistical adaptive stochastic optimization methods☆32Updated 5 years ago
- Padé Activation Units: End-to-end Learning of Activation Functions in Deep Neural Network☆64Updated 4 years ago
- Deep Neural Networks Entropy from Replicas☆34Updated 6 years ago
- Implements stochastic line search☆118Updated 2 years ago
- Deep neural architecture research framework☆12Updated 2 years ago
- Evolution Strategy Library☆55Updated 5 years ago
- A variational method for fast, approximate inference for stochastic differential equations.☆45Updated 7 years ago
- repo for paper: Adaptive Checkpoint Adjoint (ACA) method for gradient estimation in neural ODE☆56Updated 4 years ago
- Quasi-Newton Algorithm for Stochastic Optimization☆10Updated 3 years ago
- Tensorflow 2.0 implementation of Fourier Feature Mapping Networks.☆44Updated 5 years ago
- Massively Parallel and Asynchronous Architecture for Logic-based AI☆43Updated 2 years ago
- Discontinuous Hamiltonian Monte Carlo in JAX☆42Updated 5 years ago
- PyTorch implementation of Bidirectional Monte Carlo, Annealed Importance Sampling, and Hamiltonian Monte Carlo.☆52Updated 4 years ago
- Some small scale experiments for my blog posts 📝☆79Updated 3 years ago
- ☆29Updated 3 years ago
- Neural Ordinary Differential Equation☆103Updated 6 years ago
- Code for "Accelerating Natural Gradient with Higher-Order Invariance"☆30Updated 6 years ago
- Code for Unbiased Implicit Variational Inference (UIVI)☆15Updated 6 years ago
- The Path to Nash Equilibrium☆38Updated 3 years ago
- Code for "'Hey, that's not an ODE:' Faster ODE Adjoints via Seminorms" (ICML 2021)☆88Updated 3 years ago
- Variational inference for hierarchical dynamical systems☆48Updated last year
- ☆28Updated 6 years ago
- Official repository for our ICLR 2021 paper Evaluating the Disentanglement of Deep Generative Models with Manifold Topology☆36Updated 4 years ago
- Progress, Notes, Summaries and a lot of Questions on Machine Learning☆55Updated 5 years ago
- Implementations and checkpoints for ResNet, Wide ResNet, ResNeXt, ResNet-D, and ResNeSt in JAX (Flax).☆118Updated 3 years ago
- Experiments with Neural Ordinary Differential Equations on image and text classification tasks☆33Updated 6 years ago
- The Singular Values of Convolutional Layers☆72Updated 7 years ago
- PyTorch implementation comparison of old and new method of determining eigenvectors from eigenvalues.☆98Updated 4 years ago