Optimization algorithm which fits a ResNet to CIFAR-10 5x faster than SGD / Adam (with terrible generalization)
☆14Oct 20, 2023Updated 3 years ago
Alternatives and similar repositories for top-sgd
Users that are interested in top-sgd are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆34Jan 25, 2024Updated 2 years ago
- Benchmarking optimization methods on convex problems.☆36Aug 8, 2025Updated last year
- MATLAB MEX implementation of SVRG-SBB algorithms☆12Nov 28, 2017Updated 8 years ago
- MATLAB implementations of a variety of machine learning/signal processing algorithms.☆11Aug 24, 2016Updated 10 years ago
- ☆10Apr 30, 2024Updated 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.
- L4: Practical loss-based stepsize adaptation for PyTorch☆18May 7, 2021Updated 5 years ago
- Official implementation of Bayes Conditional Distribution Estimation for Knowledge Distillation Based on Conditional Mutual Information☆12Sep 28, 2023Updated 3 years ago
- ☆11Dec 8, 2022Updated 3 years ago
- ☆10Jul 6, 2021Updated 5 years ago
- 最优化方法、凸优化课程作业代码☆18Jan 31, 2020Updated 6 years ago
- Code for AAAI 2024 paper: CR-SAM: Curvature Regularized Sharpness-Aware Minimization☆12Nov 29, 2024Updated last year
- Unconstrained optimization algorithms in python, line search and trust region methods☆18Dec 19, 2018Updated 7 years ago
- Automatic Integration for Neural Spatio-Temporal Point Process models (AI-STPP) is a new paradigm for exact, efficient, non-parametric inf…☆25Oct 14, 2024Updated 2 years ago
- A Julia package for adaptive proximal gradient and primal-dual algorithms☆11Jan 18, 2024Updated 2 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- ☆10Mar 18, 2025Updated last year
- A tale of works on the complexity of second-order (and high-order) min-max optimization.☆12Oct 12, 2026Updated 3 weeks ago
- Code for the NeurIPS 2020 paper "Improved analysis of clippind algorithms for non-convex optimization", including various clipping algori…☆10Feb 17, 2021Updated 5 years ago
- Implementations of the algorithms described in the paper: On the Convergence Theory for Hessian-Free Bilevel Algorithms.☆11Nov 1, 2024Updated 2 years ago
- A collection of stochastic proximal gradient methods for composite non-convex problems.☆24Jun 17, 2020Updated 6 years ago
- A curated list of awesome MNE tutorials, projects and communities.☆10Feb 28, 2021Updated 5 years ago
- Software dev. for data science (Python)☆16May 1, 2025Updated last year
- [ICLR 2025] This repository contains the code to reproduce the results from our paper From Sparse Dependence to Sparse Attention: Unveili…☆12Mar 7, 2025Updated last year
- Source code for "Taming GANs with Lookahead–Minmax", ICLR 2021.☆15Mar 28, 2021Updated 5 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.
- Proximal gradient algorithm for convex optimization, using a diagonal +/- rank-1 norm☆22Dec 27, 2024Updated last year
- Projected gradient optimization in python☆16Jun 21, 2018Updated 8 years ago
- This is the PyTorch Implementation of "AETTA: Label-Free Accuracy Estimation for Test-Time Adaptation (CVPR '24)" by Taeckyung Lee, Sorn …☆17Oct 1, 2026Updated last month
- ☆16Apr 12, 2023Updated 3 years ago
- ZOSVRG-BlackBox-Adv☆13Oct 30, 2018Updated 8 years ago
- a simple, web-based (multi-platform) mp3 player☆10Dec 11, 2018Updated 7 years ago
- Example code for paper "Bilevel Optimization: Nonasymptotic Analysis and Faster Algorithms"☆50Dec 28, 2021Updated 4 years ago
- Source codes of "Fast Continuous Subgraph Matching over Streaming Graphs via Backtracking Reduction", SIGMOD 2023☆15Sep 7, 2023Updated 3 years ago
- Benchopt benchmark for Lasso☆14Jul 22, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆23Jun 15, 2022Updated 4 years ago
- A lightweight execution guard for running LLM-generated Python in a normal Python process☆12Oct 7, 2026Updated last month
- Comparison between GFlowNets & Maximum Entropy RL☆19Feb 19, 2024Updated 2 years ago
- ☆13Feb 4, 2026Updated 9 months ago
- Modeling and Analysis of (Statistical) Genetics data in python☆22Oct 27, 2026Updated last week
- ☆12Dec 18, 2025Updated 10 months ago
- SRViT: Satellite to Radar Vision Transformer☆12Jun 28, 2024Updated 2 years ago