An implementation of KFAC for TensorFlow
☆200Feb 11, 2022Updated 4 years ago
Alternatives and similar repositories for kfac
Users that are interested in kfac are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Pytorch implementation of KFAC and E-KFAC (Natural Gradient).☆134Jul 2, 2019Updated 6 years ago
- ☆27Aug 30, 2021Updated 4 years ago
- ☆137Oct 23, 2017Updated 8 years ago
- Natural Gradient, Variational Inference☆29Jan 13, 2020Updated 6 years ago
- Repository containing Pytorch code for EKFAC and K-FAC perconditioners.☆153Jun 22, 2023Updated 2 years 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.
- A Chainer extension for K-FAC☆20Jun 16, 2019Updated 6 years ago
- Regularization, Neural Network Training Dynamics☆14Jan 13, 2020Updated 6 years ago
- TensorFlow implementation of "noisy K-FAC" and "noisy EK-FAC".☆60Jan 12, 2019Updated 7 years ago
- Limitations of the Empirical Fisher Approximation☆49Mar 3, 2025Updated last year
- ☆24Sep 28, 2021Updated 4 years ago
- Distributed K-FAC preconditioner for PyTorch☆97May 13, 2026Updated last week
- This repository is no longer maintained. Check☆81Apr 23, 2020Updated 6 years ago
- ☆31Feb 11, 2021Updated 5 years ago
- BackPACK - a backpropagation package built on top of PyTorch which efficiently computes quantities other than the gradient.☆612Nov 28, 2025Updated 5 months 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.
- PyTorch-SSO: Scalable Second-Order methods in PyTorch☆150Oct 1, 2023Updated 2 years ago
- Code for Self-Tuning Networks (ICLR 2019) https://arxiv.org/abs/1903.03088☆60Jun 18, 2019Updated 6 years ago
- ☆15Feb 17, 2018Updated 8 years ago
- Understanding Short-Horizon Bias in Stochastic Meta-Optimization☆37Mar 8, 2018Updated 8 years ago
- ☆26Dec 2, 2020Updated 5 years ago
- Relative gradient optimization of the Jacobian term in unsupervised deep learning, NeurIPS 2020☆21Apr 27, 2021Updated 5 years ago
- ADAHESSIAN: An Adaptive Second Order Optimizer for Machine Learning☆286Feb 27, 2023Updated 3 years ago
- Collection of algorithms for approximating Fisher Information Matrix for Natural Gradient (and second order method in general)☆143May 26, 2019Updated 6 years ago
- Code for "EigenDamage: Structured Pruning in the Kronecker-Factored Eigenbasis" https://arxiv.org/abs/1905.05934☆113Mar 3, 2020Updated 6 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Actor Critic using Kronecker-Factored Trust Region☆19Jul 3, 2018Updated 7 years ago
- Lua implementation of Entropy-SGD☆81Apr 9, 2018Updated 8 years ago
- Utilities for passing TensorFlow-related metadata between tools☆111May 4, 2026Updated 2 weeks ago
- Supporting code for "Parallel Streaming Wasserstein Barycenters"☆11Nov 14, 2017Updated 8 years ago
- Implementation of the paper 'Stochastic Wasserstein Barycenters'☆11Oct 17, 2018Updated 7 years ago
- [ICML 2024] SINGD: KFAC-like Structured Inverse-Free Natural Gradient Descent (http://arxiv.org/abs/2312.05705)☆24Nov 4, 2024Updated last year
- Distributed Communication-Optimal LU-factorization Algorithm☆12Aug 1, 2021Updated 4 years ago
- A benchmark framework for Tensorflow☆1,147Oct 6, 2023Updated 2 years ago
- ☆33May 21, 2020Updated 5 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.
- ☆24Mar 1, 2022Updated 4 years ago
- Pytorch Implementation of paper "Noisy Natural Gradient as Variational Inference"☆122Sep 1, 2018Updated 7 years ago
- Python 3.6 and TensorFlow implementation of the AReS and MaRS algorithms☆11Jun 23, 2019Updated 6 years ago
- Code for "Accelerating Natural Gradient with Higher-Order Invariance"☆30Jun 28, 2019Updated 6 years ago
- QMCPACK Users Workshop 2019☆13May 24, 2019Updated 6 years ago
- ☆12Oct 8, 2020Updated 5 years ago
- Second Order Optimization and Curvature Estimation with K-FAC in JAX.☆324May 11, 2026Updated last week