Collect optimizer related papers, data, repositories
☆102Apr 5, 2026Updated 3 months ago
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.☆83Feb 17, 2025Updated last year
- MATLAB MEX implementation of SVRG-SBB algorithms☆12Nov 28, 2017Updated 8 years ago
- Implementation of FedDR algorithm for federated learning.☆10Mar 8, 2022Updated 4 years ago
- Accelerated Alternating Projections for Robust Principal Component Analysis☆25Nov 26, 2022Updated 3 years ago
- Riemannian optimization on the symplectic Stiefel manifold☆15Nov 18, 2022Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Practical Machine Learning With R and Python☆10Dec 3, 2017Updated 8 years ago
- ☆16Mar 28, 2023Updated 3 years ago
- Magnetic resonance imaging (MRI) images are known to be sparse. This is an implementation using non-convex penalty function that encourag…☆19Aug 10, 2019Updated 6 years ago
- Matlab implementation of projected gradient descent☆19Aug 17, 2020Updated 5 years ago
- MVRSM algorithm for optimising mixed-variable expensive cost functions.☆12Mar 17, 2025Updated last year
- Matrix Iteratively Reweighted Least Squares for low-rank matrix completion and estimation☆17Jul 22, 2021Updated 5 years ago
- SelecMix: Debiased Learning by Contradicting-pair Sampling (NeurIPS 2022)☆13Jun 5, 2024Updated 2 years ago
- Source codes for paper "Faster FISTA" and "Improving FISTA: Faster, Smarter and Greedier''☆44Apr 7, 2022Updated 4 years ago
- An easy to use Julia framework for agent based modeling.☆13Dec 22, 2023Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Code base for SRSGD.☆27Mar 5, 2020Updated 6 years ago
- Julia interface to the NOMAD blackbox optimization software☆50Jan 5, 2026Updated 6 months ago
- ☆12Mar 17, 2024Updated 2 years ago
- Code repository is for "Federated Composite Optimization", to appear in ICML 2021☆12May 6, 2022Updated 4 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
- Implementation of TV denoising algorithms from "A. Chambolle, T. Pock. A First-Order Primal-Dual Algorithm for Convex Problems with Appli…☆31Dec 10, 2013Updated 12 years ago
- ☆15Oct 26, 2025Updated 9 months ago
- [CVPR 2025] Official Implementation of LoRACLR: Contrastive Adaptation for Customization of Diffusion Models☆15Jul 10, 2025Updated last year
- GitHub Action workflow to tests breakage of Julia packages on pull requests☆11Mar 20, 2021Updated 5 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- The SOLAR blackbox optimization problem☆16Mar 26, 2026Updated 4 months ago
- Repository for the paper "BONE: a unifying framework for Bayesian online learning in non-stationary environments"☆23Apr 9, 2026Updated 3 months ago
- Julia interface to hypre linear solvers☆32Jul 1, 2026Updated 3 weeks ago
- A collection of stochastic proximal gradient methods for composite non-convex problems.☆24Jun 17, 2020Updated 6 years ago
- This is the official supplementary document for the GCT data and its prediction task.☆10Feb 19, 2024Updated 2 years ago
- Robust Non-Negative Matrix Factorization☆17Mar 29, 2022Updated 4 years ago
- optimizer & lr scheduler & loss function collections in PyTorch☆422Updated this week
- The source codes for the paper "Fast l1-l2 minimization via a proximal operator”☆25Oct 3, 2020Updated 5 years ago
- 🌟 [Survey & Benchmark] A unified taxonomy, geometric framework, and cross-domain benchmark for modern optimizers☆36Jul 7, 2026Updated 3 weeks ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Neural Tangent Kernel (NTK) module for the scikit-learn library☆27Oct 7, 2024Updated last year
- 传统波束形成器matlab程序☆14Jan 15, 2020Updated 6 years ago
- ☆10Oct 16, 2018Updated 7 years ago
- Fundamentals of the control-toolbox ecosystem☆12Updated this week
- ☆14Apr 16, 2024Updated 2 years ago
- [CVPR 2025] Efficient Personalization of Quantized Diffusion Model without Backpropagation☆17Mar 31, 2025Updated last year
- MNIST inference on i.MT RT1062 (Teensy 4.0) using TensorFlow Lite for Microcontrollers☆13May 30, 2020Updated 6 years ago