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 2 years ago
Alternatives and similar repositories for metalearn-leap
Users that are interested in metalearn-leap are comparing it to the libraries listed below
Sorting:
- Implementation of "Learning with Random Learning Rates" in PyTorch.☆102Updated 5 years ago
- ☆219Updated 6 years ago
- ☆61Updated 2 years ago
- Probabilistic classification in PyTorch/TensorFlow/scikit-learn with Fenchel-Young losses☆185Updated last year
- Equi-normalization of Neural Networks☆115Updated 5 years ago
- Decoupled Neural Interfaces using Synthetic Gradients for PyTorch☆237Updated 6 years ago
- learning to search in pytorch☆110Updated 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, …☆113Updated 6 years ago
- Code used to generate the results appearing in "Train longer, generalize better: closing the generalization gap in large batch training o…☆149Updated 7 years ago
- A library for evaluating representations.☆76Updated 3 years ago
- Implementation of iterative inference in deep latent variable models☆43Updated 5 years ago
- An implementation of shampoo☆74Updated 7 years ago
- Implements stochastic line search☆118Updated 2 years ago
- Guided Evolutionary Strategies☆271Updated 2 years ago
- The Singular Values of Convolutional Layers☆72Updated 6 years ago
- Implementation of Conditionally Shifted Neurons by Munkhdalai et al. (https://arxiv.org/pdf/1712.09926.pdf)☆28Updated 6 years ago
- Code for "Understanding and Improving Interpolation in Autoencoders via an Adversarial Regularizer"☆244Updated 6 years ago
- Hypergradient descent☆146Updated 11 months ago
- Discovering Neural Wirings (https://arxiv.org/abs/1906.00586)☆137Updated 5 years ago
- Computing various norms/measures on over-parametrized neural networks☆49Updated 6 years ago
- ICLR Reproducibility Challenge 2019☆218Updated 5 years ago
- Code for "EigenDamage: Structured Pruning in the Kronecker-Factored Eigenbasis" https://arxiv.org/abs/1905.05934☆112Updated 5 years ago
- Unsupervised Learning by Predicting Noise☆90Updated 3 years ago
- A vision network trained via large-scale multi-task self-supervised learning☆66Updated 7 years ago
- This repository is no longer maintained. Check☆81Updated 5 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
- Basic experiment framework for tensorflow.☆92Updated 3 years ago
- a light weight experiment reproducibility toolset☆40Updated 4 years ago
- Autoregressive Energy Machines☆77Updated 2 years ago
- Implementation of Model-Agnostic Meta-Learning (MAML) in Jax☆189Updated 2 years ago