amzn / metalearn-leap
Original PyTorch implementation of the Leap meta-learner (https://arxiv.org/abs/1812.01054) along with code for running the Omniglot experiment presented in the paper.
☆148Updated last year
Related projects ⓘ
Alternatives and complementary repositories for metalearn-leap
- Implementation of "Learning with Random Learning Rates" in PyTorch.☆102Updated 5 years ago
- Probabilistic classification in PyTorch/TensorFlow/scikit-learn with Fenchel-Young losses☆183Updated last year
- ☆219Updated 6 years ago
- ☆61Updated last year
- Code used to generate the results appearing in "Train longer, generalize better: closing the generalization gap in large batch training o…☆148Updated 7 years ago
- Hypergradient descent☆138Updated 5 months ago
- ICLR Reproducibility Challenge 2019☆219Updated 5 years ago
- Equi-normalization of Neural Networks☆115Updated 5 years ago
- Code for "EigenDamage: Structured Pruning in the Kronecker-Factored Eigenbasis" https://arxiv.org/abs/1905.05934☆112Updated 4 years ago
- A library for evaluating representations.☆76Updated 3 years ago
- Code for paper: "Support Vector Machines, Wasserstein's distance and gradient-penalty GANs maximize a margin"☆179Updated 4 years ago
- Experiments with differentiable stacks and queues in PyTorch☆142Updated 5 years ago
- Code for ICML 2018 paper on "Fast and Scalable Bayesian Deep Learning by Weight-Perturbation in Adam" by Khan, Nielsen, Tangkaratt, Lin, …☆110Updated 5 years ago
- Loss Patterns of Neural Networks☆82Updated 3 years ago
- This repository is created to show the Neural Arithmetic Logic Unit implementation in python using Tensorflow. The code in this repo comp…☆43Updated 6 years ago
- Code for "Recurrent Independent Mechanisms"☆118Updated 2 years ago
- Basic experiment framework for tensorflow.☆92Updated 3 years ago
- Repository of code for the experiments for the ICLR submission "An Empirical Investigation of Catastrophic Forgetting in Gradient-Based N…☆66Updated 10 years ago
- Computing various norms/measures on over-parametrized neural networks☆49Updated 5 years ago
- This repository is no longer maintained. Check☆82Updated 4 years ago
- Code for "Understanding and Improving Interpolation in Autoencoders via an Adversarial Regularizer"☆244Updated 6 years ago
- An implementation of shampoo☆74Updated 6 years ago
- ☆73Updated 4 years ago
- Explore OpenReview papers for ICLR (with citation counts, acceptance status, and ratings)!☆86Updated 3 years ago
- Code for: Implicit Competitive Regularization in GANs☆114Updated 2 years ago
- Implementation of Model-Agnostic Meta-Learning (MAML) in Jax☆188Updated 2 years ago
- Implements pytorch code for the Accelerated SGD algorithm.☆215Updated 6 years ago
- Visualizing Deep Neural Network Decisions: Prediction Difference Analysis☆117Updated 7 years ago
- TBA☆75Updated 5 years ago