Optimization algorithm which fits a ResNet to CIFAR-10 5x faster than SGD / Adam (with terrible generalization)
☆14Oct 20, 2023Updated 2 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:
- Code repository for article: "URA*: Uncertainty-aware Path Planning using Image-based Aerial-to-Ground Traversability Estimation for Off-…☆12Sep 21, 2023Updated 2 years ago
- source for Stochastic Conjugate Gradient Algorithm with Variance Reduction☆10Nov 22, 2017Updated 8 years ago
- An Image Reconstructor that applies fast proximal gradient method (FISTA) to the wavelet transform of an image using L1 and Total Variati…☆11Sep 25, 2022Updated 3 years ago
- ☆34Jan 25, 2024Updated 2 years ago
- MATLAB implementations of a variety of machine learning/signal processing algorithms.☆11Aug 24, 2016Updated 10 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Adaptive gradient descent without descent☆53Oct 12, 2021Updated 4 years ago
- MATLAB MEX implementation of SVRG-SBB algorithms☆12Nov 28, 2017Updated 8 years ago
- Source code for paper "Trajectory of Alternating Direction Method of Multipliers and Adaptive Acceleration" of NeurIPS 2019☆10Jan 25, 2024Updated 2 years ago
- This is the public repo for the course HMMA238 'Software Development'☆11Apr 20, 2021Updated 5 years ago
- L4: Practical loss-based stepsize adaptation for PyTorch☆18May 7, 2021Updated 5 years ago
- 最优化方法、凸优化课程作业代码☆18Jan 31, 2020Updated 6 years ago
- Official implementation of Bayes Conditional Distribution Estimation for Knowledge Distillation Based on Conditional Mutual Information☆12Sep 28, 2023Updated 2 years ago
- ☆11Dec 8, 2022Updated 3 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 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.
- ☆10Jul 6, 2021Updated 5 years ago
- Unconstrained optimization algorithms in python, line search and trust region methods☆18Dec 19, 2018Updated 7 years ago
- Code for AAAI 2024 paper: CR-SAM: Curvature Regularized Sharpness-Aware Minimization☆12Nov 29, 2024Updated last year
- This is the official implementation of the ICML 2023 paper - Can Forward Gradient Match Backpropagation ?☆13May 31, 2023Updated 3 years ago
- A collection of stochastic proximal gradient methods for composite non-convex problems.☆24Jun 17, 2020Updated 6 years ago
- Source code for "Taming GANs with Lookahead–Minmax", ICLR 2021.☆15Mar 28, 2021Updated 5 years ago
- Dockerize your shell scripts with the most accurate & ethical image size!☆17Aug 1, 2025Updated last year
- ☆12Apr 8, 2021Updated 5 years ago
- Software dev. for data science (Python)☆16May 1, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- JAX implementation of "Fine-Tuning Language Models with Just Forward Passes"☆19Jun 10, 2023Updated 3 years ago
- Code repository for Percival: a generalizable vision language foundation model for computed tomography☆16Jun 30, 2026Updated 2 months ago
- A Julia package for adaptive proximal gradient and primal-dual algorithms☆11Jan 18, 2024Updated 2 years ago
- Implementations of the algorithms described in the paper: On the Convergence Theory for Hessian-Free Bilevel Algorithms.☆11Nov 1, 2024Updated last year
- Codebase for machine learning research in PyTorch.☆15Jun 16, 2025Updated last year
- A framework for conducting machine learning experiments in python☆44Feb 16, 2026Updated 6 months ago
- Code for CVPR 2023 Robust Generalization against Photon-Limited Corruptions via Worst-Case Sharpness Minimization☆13Mar 27, 2023Updated 3 years ago
- ☆13Aug 7, 2023Updated 3 years ago
- Experiments with Super-Universal Newton method.☆13Aug 12, 2022Updated 4 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.
- Source code of "Leaky Thoughts: Large Reasoning Models Are Not Private Thinkers" EMNLP 2025☆17Jan 12, 2026Updated 7 months ago
- Projected gradient optimization in python☆16Jun 21, 2018Updated 8 years ago
- A simple video annotation made with python + OpenCV for detection in YoloV2 format☆16Oct 25, 2020Updated 5 years ago
- Proximal gradient algorithm for convex optimization, using a diagonal +/- rank-1 norm☆22Dec 27, 2024Updated 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
- This is the course taught by Prof.Jike Chong and Prof. Ian Lane from CMU☆12May 13, 2016Updated 10 years ago
- This is the repository for Fair Universe Uncertainty Challenge☆14Oct 30, 2025Updated 10 months ago