Collect optimizer related papers, data, repositories
☆99Apr 5, 2026Updated last week
Alternatives and similar repositories for Awesome-Optimizer
Users that are interested in Awesome-Optimizer are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Awesome list for Neural Network Optimization methods.☆82Feb 17, 2025Updated last year
- A collection of papers and readings for non-convex optimization☆31Mar 26, 2026Updated 3 weeks ago
- This package is dedicated to high-order optimization methods. All the methods can be used similarly to standard PyTorch optimizers.☆30Jun 17, 2025Updated 9 months ago
- Implementation of FedDR algorithm for federated learning.☆11Mar 8, 2022Updated 4 years ago
- [ICML 2024] SIRFShampoo: Structured inverse- and root-free Shampoo in PyTorch (https://arxiv.org/abs/2402.03496)☆15Nov 4, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Code for "Structured Sparsity Inducing Adaptive Optimizers for Deep Learning" in PyTorch☆18Feb 11, 2021Updated 5 years ago
- Frank-Wolfe算法和梯度投影法MATLAB实现☆15May 2, 2022Updated 3 years ago
- Magnetic resonance imaging (MRI) images are known to be sparse. This is an implementation using non-convex penalty function that encourag…☆20Aug 10, 2019Updated 6 years ago
- ☆12Mar 8, 2021Updated 5 years ago
- Official Repository for Westlake Deep Learning Course (2024)☆14Jun 6, 2024Updated last year
- Matlab implementation of projected gradient descent☆19Aug 17, 2020Updated 5 years ago
- Source codes for paper "Faster FISTA" and "Improving FISTA: Faster, Smarter and Greedier''☆43Apr 7, 2022Updated 4 years ago
- # Algorithms compared: # > Proximal Gradient Descent # > Accelerated Proximal Gradient Descent # > Coordinate Descent # > Alternating Di…☆11Feb 4, 2016Updated 10 years ago
- Implementation of SVRG for training neural networks☆22Nov 24, 2019Updated 6 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- [EMNLP 2022] Code for our paper “ZeroGen: Efficient Zero-shot Learning via Dataset Generation”.☆16Feb 18, 2022Updated 4 years ago
- Accelerate Video Diffusion Inference via Sketching-Rendering Cooperation☆20Jun 11, 2025Updated 10 months ago
- Primal-Dual Solver for Inverse Problems☆15Mar 24, 2021Updated 5 years ago
- ☆11Mar 17, 2024Updated 2 years ago
- Matlab toolbox for sparse regression☆31Feb 20, 2022Updated 4 years ago
- Implementation of TV denoising algorithms from "A. Chambolle, T. Pock. A First-Order Primal-Dual Algorithm for Convex Problems with Appli…☆30Dec 10, 2013Updated 12 years ago
- Implementation of Nesterov and Polyak's (2006) cubic regularization algorithm and Cartis et al's (2011) adaptive cubic regularization alg…☆18Feb 23, 2022Updated 4 years ago
- Pytorch implementation of KFAC - this is a port of https://github.com/tensorflow/kfac/☆31Jun 6, 2024Updated last year
- PyTorch implementation of the paper "Continuous Wasserstein-2 Barycenter Estimation without Minimax Optimization" (ICLR 2021)☆35Jun 17, 2022Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- GitHub Action workflow to tests breakage of Julia packages on pull requests☆11Mar 20, 2021Updated 5 years ago
- A simple example of VAEs with KANs☆12May 17, 2024Updated last year
- optimizer & lr scheduler & loss function collections in PyTorch☆399Mar 31, 2026Updated 2 weeks ago
- Some useful tools for traffic network optimization(Python/GAMS)☆13Dec 3, 2020Updated 5 years ago
- Robust Non-Negative Matrix Factorization☆17Mar 29, 2022Updated 4 years ago
- ☆10Oct 16, 2018Updated 7 years ago
- Soil Health Data Cube for Europe☆14Jul 24, 2025Updated 8 months ago
- On Bridging Generic and Personalized Federated Learning for Image Classification☆14Feb 5, 2022Updated 4 years ago
- [EMNLP 2023] Official implementation of the algorithm ETSC: Exact Toeplitz-to-SSM Conversion our EMNLP 2023 paper - Accelerating Toeplitz…☆14Oct 17, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- RS-IMLE☆44Dec 7, 2024Updated last year
- Optimal Transport and Optimization related experiments.☆10Jul 22, 2018Updated 7 years ago
- MNIST inference on i.MT RT1062 (Teensy 4.0) using TensorFlow Lite for Microcontrollers☆13May 30, 2020Updated 5 years ago
- Accelerating Bayesian reaction optimization with limited data☆12Aug 5, 2023Updated 2 years ago
- ☆14Apr 16, 2024Updated 2 years ago
- ☆11Sep 24, 2021Updated 4 years ago
- To solve the RRS-LRP problem based on resource-space-time network, we developed a Lagrangian Relaxation Algorithm framework to decompose …☆16Mar 8, 2018Updated 8 years ago