Adaptive gradient descent without descent
☆53Oct 12, 2021Updated 4 years ago
Alternatives and similar repositories for adaptive_GD
Users that are interested in adaptive_GD are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Optimization algorithm which fits a ResNet to CIFAR-10 5x faster than SGD / Adam (with terrible generalization)☆14Oct 20, 2023Updated 2 years ago
- Companion codes for the paper "Decentralized Frank-Wolfe Algorithm for Convex and Non-convex Problems", accepted by IEEE TAC☆12Oct 3, 2017Updated 8 years ago
- MATLAB MEX implementation of SVRG-SBB algorithms☆12Nov 28, 2017Updated 8 years ago
- Proximal gradient algorithm for convex optimization, using a diagonal +/- rank-1 norm☆22Dec 27, 2024Updated last year
- ☆12Aug 28, 2023Updated 2 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.
- Unconstrained optimization algorithms in python, line search and trust region methods☆18Dec 19, 2018Updated 7 years ago
- Code for the paper "Understanding the Role of Momentum in Stochastic Gradient Methods"☆14Oct 27, 2019Updated 6 years ago
- Code for Non-convex Learning via Replica Exchange Stochastic Gradient MCMC, ICML 2020.☆26Dec 3, 2020Updated 5 years ago
- PyTorch implementation of LARS (Layer-wise Adaptive Rate Scaling)☆20May 11, 2019Updated 7 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
- ☆20Aug 30, 2023Updated 2 years ago
- ☆10Jun 16, 2020Updated 5 years ago
- source for Stochastic Conjugate Gradient Algorithm with Variance Reduction☆10Nov 22, 2017Updated 8 years ago
- ☆37Feb 4, 2022Updated 4 years ago
- 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.
- Optimization using Stochastic quasi-Newton methods☆42Feb 3, 2017Updated 9 years ago
- MATLAB implementations of a variety of machine learning/signal processing algorithms.☆11Aug 24, 2016Updated 9 years ago
- This repo contains the code used for NeurIPS 2019 paper "Asymmetric Valleys: Beyond Sharp and Flat Local Minima".☆14Oct 25, 2019Updated 6 years ago
- L4: Practical loss-based stepsize adaptation for PyTorch☆18May 7, 2021Updated 5 years ago
- Matlab code for Chebyshev interpolation, including Smolyak algorithm☆16Dec 9, 2014Updated 11 years ago
- Material for the course of "Mathematics of Transformer"☆22Aug 3, 2025Updated 10 months ago
- 最优化方法、凸优化课程作业代码☆18Jan 31, 2020Updated 6 years ago
- ☆34Jan 25, 2024Updated 2 years ago
- Fast algorithms for sparse principal component analysis☆17Aug 5, 2016Updated 9 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.
- SBL matlab code☆26Nov 20, 2019Updated 6 years ago
- Code for ICML 2019 paper on "Fast and Simple Natural-Gradient Variational Inference with Mixture of Exponential-family Approximations"☆19Jan 2, 2021Updated 5 years ago
- PID-like control implemented as active inference with linear generative models☆11Jul 2, 2020Updated 5 years ago
- Matrix Iteratively Reweighted Least Squares for low-rank matrix completion and estimation☆12Dec 30, 2020Updated 5 years ago
- ☆10Jul 6, 2021Updated 4 years ago
- Prover Agent: An Agent-Based Framework for Formal Mathematical Proofs☆24Nov 1, 2025Updated 7 months ago
- Variational Factorization Machines☆17Dec 20, 2016Updated 9 years ago
- Matlab/Octave toolbox for nonconvex optimization☆51Jun 23, 2016Updated 9 years ago
- A minimal unit testing framework for ANSI C.☆11Sep 20, 2014Updated 11 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Bayesian optimization with conformal coverage guarantees☆29Oct 28, 2022Updated 3 years ago
- Web上に公開されている小説をスクレイピングして青空文庫形式のテキストにする☆19Feb 9, 2017Updated 9 years ago
- [ICNC 2020] Hybrid Beamformer Codebook Design and Ordering for Compressive mmWave Channel Estimation☆10Jul 26, 2019Updated 6 years ago
- AdaX: Adaptive Gradient Descent with Exponential Long Term Momery☆34May 8, 2020Updated 6 years ago
- The performance of turbo equalizers in both ISI channel and multipath fading channel is evaluated☆12Nov 24, 2020Updated 5 years ago
- A quick test of SIREN on out-of-sample tasks☆13Jul 4, 2020Updated 5 years ago
- This is the official implementation of the ICML 2023 paper - Can Forward Gradient Match Backpropagation ?☆13May 31, 2023Updated 3 years ago