A PyTorch reimplementation of MAML, replicating some of the experiments from the paper.
☆44Sep 19, 2018Updated 8 years ago
Alternatives and similar repositories for maml-pytorch
Users that are interested in maml-pytorch are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A Pytorch implementation of MAML☆59Jan 23, 2023Updated 3 years ago
- ☆32Nov 22, 2022Updated 3 years ago
- Implementation of the paper "Meta-Learning by Adjusting Priors Based on Extended PAC-Bayes Theory", Ron Amit and Ron Meir, ICML 2018☆22Oct 30, 2019Updated 6 years ago
- [NeurIPS 2020 Spotlight Oral] "Training Stronger Baselines for Learning to Optimize", Tianlong Chen*, Weiyi Zhang*, Jingyang Zhou, Shiyu …☆29Dec 30, 2021Updated 4 years ago
- A study on the following problems: what the memorization problem is in meta-learning; why memorization problem happens; and how we can pr…☆21Mar 24, 2023Updated 3 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.
- Meta-learning Gaussian process (GP) priors via PAC-Bayes bounds☆26Jan 25, 2024Updated 2 years ago
- Code and paper repository for the ICML paper "Learning population level diffusions with generative recurrent networks"☆11May 26, 2016Updated 10 years ago
- Codes for "Understanding and Accelerating Particle-Based Variational Inference" (ICML-19)☆22Nov 17, 2019Updated 6 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
- Datasets for compositional learning☆11Nov 28, 2018Updated 7 years ago
- A Robot that classifies digits and shapes☆10Jul 10, 2019Updated 7 years ago
- Implementation of the paper "Meta-Learning by Adjusting Priors Based on Extended PAC-Bayes Theory", Ron Amit and Ron Meir, ICML 2018☆18Apr 13, 2021Updated 5 years ago
- ☆11Oct 11, 2023Updated 2 years ago
- simple JAX-/NumPy-based implementations of NGD with exact/approximate Fisher Information Matrix both in parameter-space and function-spac…☆17Oct 21, 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.
- This project applies Monte Carlo Tree Search (MCTS) to a simple grid world.☆10May 30, 2018Updated 8 years ago
- A curated list of Meta-Learning resources/papers.☆552Dec 21, 2020Updated 5 years ago
- Query-focused summarization data☆44Feb 17, 2023Updated 3 years ago
- Fork of the GEM project (https://github.com/facebookresearch/GradientEpisodicMemory) including Meta-Experience Replay (MER) methods from …☆147Mar 29, 2021Updated 5 years ago
- A simple Jax implementation of influence functions.☆21Apr 9, 2024Updated 2 years ago
- Neat implementation of Meta-SGD in pytorch: https://arxiv.org/abs/1707.09835☆92Apr 8, 2019Updated 7 years ago
- Bandit algorithms☆30Oct 12, 2017Updated 8 years ago
- ☆12Feb 29, 2024Updated 2 years ago
- Repository containing the group project Wind Power Forecasting for DTU's 02456 Deep Learning.☆13Apr 7, 2022Updated 4 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.
- Multiple Generalized Additive Models implemented in Python (EBM, XGB, Spline, FLAM). Code for our KDD 2021 paper "How Interpretable and T…☆14Aug 15, 2021Updated 5 years ago
- Paper: Learning to Recombine and Resample Data for Compositional Generalization☆11Oct 9, 2020Updated 5 years ago
- ☆11Feb 24, 2021Updated 5 years ago
- Deep Reinforcement Learning Toolbox for Robotics using Keras and TensorFlow☆19Aug 16, 2019Updated 7 years ago
- PyTorch implementation of "Seeing the forest and the tree: Building representations of both individual and collective dynamics with trans…☆14Jan 4, 2023Updated 3 years ago
- Improving predictions of Bayesian neural nets via local linearization, AISTATS 2021☆16Dec 30, 2022Updated 3 years ago
- Zeroth-order Min-max Optimization☆13Jun 28, 2020Updated 6 years ago
- PyTorch model of OpenFace☆12May 8, 2017Updated 9 years ago
- Paper: Lexicon Learning for Few-Shot Neural Sequence Modeling☆17Jan 8, 2022Updated 4 years ago
- 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.
- Implementation of the Model-Based Meta-Policy-Optimization (MB-MPO) algorithm☆45Nov 15, 2018Updated 7 years ago
- A toolbox for inference of mixture models☆16May 29, 2023Updated 3 years ago
- ☆18Jul 22, 2024Updated 2 years ago
- Prof. S. Boyd's LaTeX Templates☆13Dec 18, 2018Updated 7 years ago
- Source code for CVPR 2020 paper "Learning to Forget for Meta-Learning"☆37Oct 26, 2020Updated 5 years ago
- Paper and Code for "Curriculum Learning by Optimizing Learning Dynamics" (AISTATS 2021)☆21Jun 27, 2021Updated 5 years ago
- Code for 'Inference Suboptimality in Variational Autoencoders'☆11May 22, 2020Updated 6 years ago