IssamLaradji / spsLinks
Official code for the Stochastic Polyak step-size optimizer
โ139Updated last year
Alternatives and similar repositories for sps
Users that are interested in sps are comparing it to the libraries listed below
Sorting:
- Implements stochastic line searchโ118Updated 2 years ago
- ๐ง Pytorch code for the Fromage optimiser.โ129Updated last year
- This repository contains the results for the paper: "Descending through a Crowded Valley - Benchmarking Deep Learning Optimizers"โ184Updated 4 years ago
- Codebase for Learning Invariances in Neural Networksโ96Updated 3 years ago
- Loss Patterns of Neural Networksโ86Updated 4 years ago
- โ79Updated 5 years ago
- ๐ฉ Pytorch and Jax code for the Madam optimiser.โ53Updated 4 years ago
- โ100Updated 4 years ago
- DeepOBS: A Deep Learning Optimizer Benchmark Suiteโ109Updated 2 years ago
- Python implementation of GLN in different frameworksโ96Updated 5 years ago
- โ133Updated 4 years ago
- Pytorch implementation of Variational Dropout Sparsifies Deep Neural Networksโ84Updated 4 years ago
- Bayesianize: A Bayesian neural network wrapper in pytorchโ90Updated last year
- แผฮฝฮฑฯฮฟฮผฮฎ is a PyTorch library to analyze representation of neural networksโ66Updated 6 months ago
- Drop-in replacement for any ResNet with a significantly reduced memory footprint and better representation capabilitiesโ208Updated last year
- A collection of code snippets for my PyTorch Lightning projectsโ107Updated 4 years ago
- Explores the ideas presented in Deep Ensembles: A Loss Landscape Perspective (https://arxiv.org/abs/1912.02757) by Stanislav Fort, Huiyi โฆโ66Updated 5 years ago
- โ153Updated 5 years ago
- A library for evaluating representations.โ77Updated 4 years ago
- Neural Turing Machines in pytorchโ48Updated 4 years ago
- PyTorch-SSO: Scalable Second-Order methods in PyTorchโ148Updated 2 years ago
- Code for "Supermasks in Superposition"โ124Updated 2 years ago
- Prescribed Generative Adversarial Networksโ143Updated 5 years ago
- Implements sharpness-aware minimization (https://arxiv.org/abs/2010.01412) in TensorFlow 2.โ61Updated 4 years ago
- Implementations and checkpoints for ResNet, Wide ResNet, ResNeXt, ResNet-D, and ResNeSt in JAX (Flax).โ118Updated 3 years ago
- Easy-to-use AdaHessian optimizer (PyTorch)โ79Updated 5 years ago
- Quick modules to turn regular Neural Networks to Bayesian Neural Networks with Dropout.โ35Updated 4 years ago
- EfficientNet, MobileNetV3, MobileNetV2, MixNet, etc in JAX w/ Flax Linen and Objaxโ129Updated 2 years ago
- An alternative to convolution in neural networksโ258Updated last year
- Gradient based Hyperparameter Tuning library in PyTorchโ291Updated 5 years ago