Regularization, Neural Network Training Dynamics
☆14Jan 13, 2020Updated 6 years ago
Alternatives and similar repositories for Weight-Decay
Users that are interested in Weight-Decay are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- TensorFlow implementation of "noisy K-FAC" and "noisy EK-FAC".☆60Jan 12, 2019Updated 7 years ago
- Natural Gradient, Variational Inference☆29Jan 13, 2020Updated 6 years ago
- ☆31Feb 11, 2021Updated 5 years ago
- Minimax Optimization, Stackelberg Games, Generative Adversarial Networks☆19Feb 14, 2020Updated 6 years ago
- Pytorch implementation of KFAC and E-KFAC (Natural Gradient).☆134Jul 2, 2019Updated 6 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Code used for information theory analysis of deep neural networks using matrix--based renyi's entropy and tensor kernels.☆13Nov 21, 2023Updated 2 years ago
- A Chainer extension for K-FAC☆20Jun 16, 2019Updated 6 years ago
- The code generates preferential attachment networks with homophily and two groups.☆13Apr 4, 2018Updated 8 years ago
- Contains code for the NeurIPS 2020 paper by Pan et al., "Continual Deep Learning by FunctionalRegularisation of Memorable Past"☆44Nov 10, 2020Updated 5 years ago
- An implementation of KFAC for TensorFlow☆199Feb 11, 2022Updated 4 years ago
- Simulate a small network of simple, diverse spiking neurons and analyze results☆12Dec 19, 2021Updated 4 years ago
- The Full Spectrum of Deepnet Hessians at Scale: Dynamics with SGD Training and Sample Size☆19May 19, 2019Updated 6 years ago
- Understanding Short-Horizon Bias in Stochastic Meta-Optimization☆37Mar 8, 2018Updated 8 years ago
- Variational Autoencoders & Normalizing Flows Project☆18Dec 16, 2016Updated 9 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.
- Code for Limbacher, T. and Legenstein, R. (2020). H-Mem: Harnessing synaptic plasticity with Hebbian Memory Networks☆14Jun 2, 2022Updated 3 years ago
- This repository is no longer maintained. Check☆81Apr 23, 2020Updated 6 years ago
- Framework to train and simulate a spiking neural network (SNN) using Brian2, that implements a learning rule that combines STDP with a gl…☆14May 1, 2018Updated 8 years ago
- Neuromorphic computing uses very-large-scale integration (VLSI) systems with the goal of replicating neurobiological structures and sig…☆14Aug 16, 2022Updated 3 years ago
- Code for Self-Tuning Networks (ICLR 2019) https://arxiv.org/abs/1903.03088☆60Jun 18, 2019Updated 6 years ago
- Actor Critic using Kronecker-Factored Trust Region☆19Jul 3, 2018Updated 7 years ago
- Multi-framework implementation of Deep Kernel Shaping and Tailored Activation Transformations, which are methods that modify neural netwo…☆78Jul 1, 2025Updated 10 months ago
- Tensorflow implementation of Bayes-by-Backprop algorithm from "Weight uncertainty in neural networks" paper☆14Mar 6, 2019Updated 7 years ago
- Example implementation of the Bayesian neural network in "Structured and Efficient Variational Deep Learning with Matrix Gaussian Posteri…☆30Jul 17, 2020Updated 5 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.
- Supervised learning in spiking neural networks for precise temporal encoding☆18May 9, 2019Updated 6 years ago
- Code for "Functional variational Bayesian neural networks" (https://arxiv.org/abs/1903.05779)☆88Jul 19, 2020Updated 5 years ago
- Bidirectional transformation between Yao IR and QASM.☆11Dec 6, 2020Updated 5 years ago
- Learning protein structure with a differentiable simulator☆27Jul 8, 2019Updated 6 years ago
- [ICML'21 Oral] Improving Lossless Compression Rates via Monte Carlo Bits-Back Coding☆14Jun 10, 2021Updated 4 years ago
- SKFAC Preconditioner for MindSpore☆12Jul 2, 2021Updated 4 years ago
- The implementation of the Block Coordinate Regularization by Denoising (BC-RED) algorithm (NeurIPS 2019)☆10Oct 15, 2019Updated 6 years ago
- Code for the Thermodynamic Variational Objective☆26Jun 21, 2022Updated 3 years ago
- ext_mpi_collectives☆11Mar 27, 2026Updated last month
- 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.
- A simple and efficient baseline for data attribution☆11Nov 10, 2023Updated 2 years ago
- ☆24Mar 1, 2022Updated 4 years ago
- Measurements of Three-Level Hierarchical Structure in the Outliers in the Spectrum of Deepnet Hessians (ICML 2019)☆16Apr 27, 2019Updated 7 years ago
- A framework for simulating mean-field neural mass models of spiking neurons, comparing them to large network simulations, and predicting …☆21Mar 29, 2020Updated 6 years ago
- Distributed K-FAC preconditioner for PyTorch☆97Apr 30, 2026Updated last week
- PLASMA parallel library for dense linear algebra.☆10May 30, 2017Updated 8 years ago
- Hyperoctree construction and manipulation☆12Jan 4, 2021Updated 5 years ago