Library to manage machine learning problems as `Tasks' and to sample from Task distributions. Includes Tensorflow implementation of implicit-MAML (iMAML), FOMAML and Reptile.
☆50Nov 30, 2021Updated 4 years ago
Alternatives and similar repositories for pyMeta
Users that are interested in pyMeta are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆15Dec 2, 2019Updated 6 years ago
- The original code for the paper "How to train your MAML" along with a replication of the original "Model Agnostic Meta Learning" (MAML) p…☆826Dec 5, 2023Updated 2 years ago
- This repository contains implementations of the paper, Bayesian Model-Agnostic Meta-Learning.☆59Jul 12, 2019Updated 7 years ago
- ☆127Jun 3, 2024Updated 2 years ago
- Code for "Fast Context Adaptation via Meta-Learning"☆145Mar 22, 2021Updated 5 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Code accompanying the ICML-2018 paper "Gradient-Based Meta-Learning with Learned Layerwise Metric and Subspace"☆39Jan 18, 2019Updated 7 years ago
- This repository implements the latent optimization using automatic differentiation from the paper LOGAN.☆12Apr 10, 2020Updated 6 years ago
- ☆22Apr 21, 2021Updated 5 years ago
- A comparison of parameter space noise methods for exploration in deep reinforcement learning☆29Mar 14, 2019Updated 7 years ago
- Code for TAFE-Net: Task-Aware Feature Embeddings for Low Shot Learning (CVPR 2019)☆56Apr 4, 2020Updated 6 years ago
- MuJoCo models for Unitree Robots☆12Nov 24, 2021Updated 4 years ago
- HSML for ICML 2019☆51Jul 11, 2019Updated 7 years ago
- ☆26Nov 16, 2018Updated 7 years ago
- This is the official repo for the experiments in the paper "Bilevel Programming for Hyperparameter Optimization and Meta-Learning"☆29Jun 7, 2018Updated 8 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Implicit Normalizing Flows + Reinforcement Learning☆62May 31, 2019Updated 7 years ago
- Code for the paper "On First-Order Meta-Learning Algorithms"☆1,043May 20, 2023Updated 3 years ago
- Code to reproduce experiments in "Meta-learning probabilistic inference for prediction"☆68Feb 19, 2021Updated 5 years ago
- A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch☆2,058Jul 17, 2023Updated 3 years ago
- ☆14Dec 18, 2017Updated 8 years ago
- The original code for the paper "Learning to Learn via Self-Critique".☆49Aug 10, 2019Updated 7 years ago
- ☆10Oct 27, 2019Updated 7 years ago
- PyTorch code for meta seq2seq learning☆44Jan 14, 2020Updated 6 years ago
- This is the official implementation of the ICML 2023 paper - Can Forward Gradient Match Backpropagation ?☆13May 31, 2023Updated 3 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Code for abstracting, evaluating, and visualizing Markov Decision Processes.☆11Jan 12, 2017Updated 9 years ago
- ☆10Dec 16, 2018Updated 7 years ago
- Easily Launch Flatpaks from the CLI☆10Dec 9, 2023Updated 2 years ago
- pyhessian is a TensorFlow module which can be used to estimate Hessian matrices☆25Mar 26, 2021Updated 5 years ago
- Implementation of QA Networks☆10Jul 14, 2016Updated 10 years ago
- Workshop on the future of gradient-based machine learning software, NIPS 2017, 2016☆15Jan 8, 2018Updated 8 years ago
- ☆12Nov 21, 2025Updated 11 months ago
- Evidence-based training recipe skill for model tuning☆16Oct 27, 2026Updated last week
- This is the tensorflow implementation for the paper "Delta-encoder: an effective sample synthesis method for few-shot object recognition"…☆53Aug 8, 2019Updated 7 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆12Jan 3, 2023Updated 3 years ago
- An (incomplete) overview of recent advances on Deep Learning Landscape☆10Jul 1, 2018Updated 8 years ago
- Meta-learning learning rates with higher☆12Sep 27, 2019Updated 7 years ago
- This repository contains the code used in a publication 'Active Learning for Decision-Making from Imbalanced Observational Data', Iiris S…☆11May 14, 2019Updated 7 years ago
- Recurrent Back Propagation, Back Propagation Through Optimization, ICML 2018☆42Jan 12, 2019Updated 7 years ago
- Tensorflow implementation of "Learning to Balance: Bayesian Meta-learning for Imbalanced and Out-of-distribution Tasks" (ICLR 2020 oral)☆100Nov 23, 2020Updated 5 years ago
- CIFAR10 ResNets implemented in JAX+Flax☆12Apr 6, 2022Updated 4 years ago