[ICML 2024] SINGD: KFAC-like Structured Inverse-Free Natural Gradient Descent (http://arxiv.org/abs/2312.05705)
☆24Nov 4, 2024Updated last year
Alternatives and similar repositories for singd
Users that are interested in singd are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [TMLR 2022] Curvature access through the generalized Gauss-Newton's low-rank structure: Eigenvalues, eigenvectors, directional derivative…☆17Jul 19, 2023Updated 3 years ago
- PyTorch linear operators for curvature matrices (Hessian, Fisher/GGN, KFAC, ...)☆71Jul 17, 2026Updated 2 months ago
- ☆16Apr 26, 2023Updated 3 years ago
- ASDL: Automatic Second-order Differentiation Library for PyTorch☆192Dec 5, 2024Updated last year
- Limitations of the Empirical Fisher Approximation☆50Mar 3, 2025Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Probabilistic ODE solvers are fun, but are they fast? See also: https://github.com/pnkraemer/probdiffeq for JAX code or https://github.c…☆22Jul 20, 2024Updated 2 years ago
- [ICLR 2023] Eva: Practical Second-order Optimization with Kronecker-vectorized Approximation☆12Jul 31, 2023Updated 3 years ago
- Code for "Accelerating Natural Gradient with Higher-Order Invariance"☆30Jun 28, 2019Updated 7 years ago
- ☆25Mar 1, 2022Updated 4 years ago
- MLCommons Algorithmic Efficiency is a benchmark and competition measuring neural network training speedups due to algorithmic improvement…☆425May 11, 2026Updated 4 months ago
- This code accompanies the manuscript "A Generative Framework for Probabilistic, Spatiotemporally Coherent Downscaling of Climate Simulati…☆37Jul 21, 2025Updated last year
- ☆10Jun 13, 2022Updated 4 years ago
- Backward-filtering forward-guiding with StochasticDiffEq.jl☆12Feb 23, 2024Updated 2 years ago
- A comparison of the dimensionality reduction results using t-SNE, UMAP, PCA, and TriMap☆29Mar 17, 2022Updated 4 years ago
- 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.
- Influence Functions with (Eigenvalue-corrected) Kronecker-Factored Approximate Curvature☆198May 23, 2026Updated 4 months ago
- Efficient SDE samplers including Gaussian-based probabilistic solvers. Written in JAX.☆10Feb 8, 2025Updated last year
- Large-batch Training, Neural Network Optimization☆11Nov 8, 2019Updated 6 years ago
- Probabilistic Finite Volume Method based on Affine Gaussian Process inference☆11Jun 10, 2024Updated 2 years ago
- ☆10Nov 1, 2022Updated 3 years ago
- Julia bindings to Minuit2 minimisation package☆10Sep 14, 2026Updated last week
- code for experiments in Grosse and Salakhutdinov, 2015.☆12Oct 9, 2016Updated 9 years ago
- ☆34Sep 16, 2026Updated last week
- Official PyTorch implementation of CD-MOE☆12Mar 18, 2026Updated 6 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Fingers enrolled using the R305 module and stored in a database along with the person's name. Next just by typing the persons name, his/h…☆13Jul 8, 2018Updated 8 years ago
- ☆11Oct 11, 2023Updated 2 years ago
- Distributed K-FAC preconditioner for PyTorch☆98Updated this week
- Laplace approximations for Deep Learning.☆549Apr 22, 2025Updated last year
- LLM benchmarks☆13Feb 22, 2024Updated 2 years ago
- Pytorch implementation of our paper accepted by ICML 2023 -- "Bi-directional Masks for Efficient N:M Sparse Training"☆14Jun 7, 2023Updated 3 years ago
- A zoo of implementations of differential equation problems in NumPy and JAX. Oscillators, chemical reactions, n-body problems, epidemiolo…☆19Dec 28, 2023Updated 2 years ago
- Brax + Pufferlib + CARBS for gpu-accelerated robotics RL☆12Jun 12, 2025Updated last year
- ADAHESSIAN: An Adaptive Second Order Optimizer for Machine Learning☆286Feb 27, 2023Updated 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Is there anything we can't make Bayesian?☆16Jun 19, 2025Updated last year
- Pytorch optimizers implementing Hilbert Constrained Gradient Descent☆19May 9, 2019Updated 7 years ago
- Echo Noise Channel for Exact Mutual Information Calculation☆17Jul 17, 2020Updated 6 years ago
- This repository is no longer maintained. Check☆81Apr 23, 2020Updated 6 years ago
- ☆15Apr 18, 2024Updated 2 years ago
- Building the Bi-LSTM & the CNN-GAN models to compose Classical Music in different eras☆12Aug 2, 2021Updated 5 years ago
- coloring terminal text with intensities (used for plotting probability, entropy with tokens)☆12Oct 11, 2024Updated last year