Hypergradient descent
☆146May 31, 2024Updated last year
Alternatives and similar repositories for hypergradient-descent
Users that are interested in hypergradient-descent are comparing it to the libraries listed below
Sorting:
- Pytorch optimizers implementing Hilbert Constrained Gradient Descent☆19May 9, 2019Updated 6 years ago
- Improved Hypergradient optimizers for ML, providing better generalization and faster convergence.☆16Apr 3, 2024Updated last year
- Pytorch implementation of "Estimating the Success of Unsupervised Image to Image Translation" ECCV 2018☆18Apr 6, 2019Updated 6 years ago
- Contains code for Binary, Ternary, N-bit Quantized and Hybrid CNNs for low precision experiments.☆26Oct 30, 2018Updated 7 years ago
- Connective Cognition Network for Directional Visual Commonsense Reasoning☆15May 6, 2021Updated 4 years ago
- Efficient PyTorch Hessian eigendecomposition tools!☆386Feb 29, 2024Updated 2 years ago
- ManifoldMixup with support for Interpolated Adversarial training☆17Mar 10, 2020Updated 6 years ago
- ☆126Jun 3, 2024Updated last year
- Extensions to torch distributions☆19Apr 22, 2022Updated 3 years ago
- Delta Orthogonal Initialization for PyTorch☆18Jun 27, 2018Updated 7 years ago
- A probabilistic programming system for simulators and high-performance computing (HPC), based on PyTorch☆392May 8, 2024Updated last year
- PyTorch-SSO: Scalable Second-Order methods in PyTorch☆148Oct 1, 2023Updated 2 years ago
- higher is a pytorch library allowing users to obtain higher order gradients over losses spanning training loops rather than individual tr…☆1,627Mar 25, 2022Updated 3 years ago
- Forecasting library in python☆13Sep 6, 2019Updated 6 years ago
- Implementation of Adversarial Variational Optimization in PyTorch☆43Aug 7, 2018Updated 7 years ago
- Code associated with "Adapted Deep Embeddings: A Synthesis of Methods for k-Shot Inductive Transfer Learning"☆27Mar 24, 2023Updated 2 years ago
- Pytorch implementation of LOLA (https://arxiv.org/abs/1709.04326) using DiCE (https://arxiv.org/abs/1802.05098)☆96Aug 21, 2018Updated 7 years ago
- Database of annotated field recording samples that can be used for training audio labelling algorithms☆10Feb 1, 2019Updated 7 years ago
- Pytorch Implementation of ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation (https://arxiv.org/abs/1606.02147)☆11Jan 24, 2020Updated 6 years ago
- Code for NeurIPS 2019 paper "Screening Sinkhorn Algorithm for Regularized Optimal Transport"☆10Feb 10, 2020Updated 6 years ago
- ☆12Jan 4, 2024Updated 2 years ago
- The differentiable OSQP solver layer for PyTorch☆65Dec 26, 2022Updated 3 years ago
- ADAHESSIAN: An Adaptive Second Order Optimizer for Machine Learning☆283Feb 27, 2023Updated 3 years ago
- ☆12Sep 26, 2019Updated 6 years ago
- A monster repo for random research, not organized in any particular way☆13Dec 27, 2016Updated 9 years ago
- A simple Python package for deep learning using forward automatic differentiation based on JAX.☆14Aug 17, 2022Updated 3 years ago
- Code for "SUGAR: Subgraph Neural Network with Reinforcement Pooling and Self-Supervised Mutual Information Mechanism""☆10Apr 17, 2021Updated 4 years ago
- ☆46Feb 23, 2018Updated 8 years ago
- A style-transfer project using CycleGAN to render photos in the style of Studio Ghibli animations.☆11Feb 20, 2019Updated 7 years ago
- ☆13Jun 3, 2019Updated 6 years ago
- Boiler plate code for Torch based ML projects☆10Jul 14, 2021Updated 4 years ago
- A Multiple Self-Similarity Network Based Plug-and-Play Prior for MRI Reconstruction☆14Mar 6, 2020Updated 6 years ago
- Reparameterize your PyTorch modules☆71Dec 31, 2020Updated 5 years ago
- ☆26Nov 16, 2018Updated 7 years ago
- ☆25Aug 11, 2022Updated 3 years ago
- Weight initialization schemes for PyTorch nn.Modules☆70Mar 2, 2017Updated 9 years ago
- Probabilistic Torch is library for deep generative models that extends PyTorch☆894May 12, 2024Updated last year
- Implementation of "Learning with Random Learning Rates" in PyTorch.☆102Nov 7, 2019Updated 6 years ago
- Modelling epidemiological dynamics and performing inference in these models☆27Jul 30, 2021Updated 4 years ago