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:
- TensorFlow 2.0 implementation of MAML.☆83Jul 12, 2019Updated 7 years ago
- Implementation of various algorithms in the Nested Sequential Monte Carlo family of methods.☆14Sep 9, 2015Updated 11 years ago
- This repository contains implementations of the paper, Bayesian Model-Agnostic Meta-Learning.☆59Jul 12, 2019Updated 7 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…☆827Dec 5, 2023Updated 2 years ago
- ☆127Jun 3, 2024Updated 2 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.
- This repository implements the latent optimization using automatic differentiation from the paper LOGAN.☆12Apr 10, 2020Updated 6 years ago
- A comparison of parameter space noise methods for exploration in deep reinforcement learning☆30Mar 14, 2019Updated 7 years ago
- An official PyTorch implementation of “Multimodal Model-Agnostic Meta-Learning via Task-Aware Modulation” (NeurIPS 2019) by Risto Vuorio*…☆141Dec 3, 2019Updated 6 years ago
- ☆22Apr 21, 2021Updated 5 years ago
- Implementations of Machine Learning algorithms using only numpy with visualizations☆17Aug 14, 2018Updated 8 years ago
- ☆22Oct 27, 2019Updated 6 years ago
- ☆26Nov 16, 2018Updated 7 years ago
- HSML for ICML 2019☆51Jul 11, 2019Updated 7 years ago
- Density Constrained Reinforcement Learning☆12Mar 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.
- MuJoCo models for Unitree Robots☆12Nov 24, 2021Updated 4 years ago
- Code to reproduce experiments in "Meta-learning probabilistic inference for prediction"☆68Feb 19, 2021Updated 5 years ago
- Fun project to run your own LLM chat bot using llama.cpp☆11Jun 9, 2023Updated 3 years ago
- A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch☆2,058Jul 17, 2023Updated 3 years ago
- A collection of Gradient-Based Meta-Learning Algorithms with pytorch☆66Dec 9, 2019Updated 6 years ago
- Code accompanying the ICML-2018 paper "Gradient-Based Meta-Learning with Learned Layerwise Metric and Subspace"☆39Jan 18, 2019Updated 7 years ago
- Code for abstracting, evaluating, and visualizing Markov Decision Processes.☆11Jan 12, 2017Updated 9 years ago
- ☆14Mar 6, 2022Updated 4 years ago
- Easily Launch Flatpaks from the CLI☆10Dec 9, 2023Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆18Mar 20, 2022Updated 4 years ago
- 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
- SimEc code relying on the theano library - check out the simec repo instead for keras based code!☆10Feb 28, 2018Updated 8 years ago
- [ICML 2024] "Envisioning Outlier Exposure by Large Language Models for Out-of-Distribution Detection"☆15Feb 15, 2025Updated last year
- Code for the submission of the team AL4Muscles to the MyoChallenge 2022☆16Mar 12, 2023Updated 3 years ago
- Implementation prototype of the Deep Deterministic Off-Policy Gradient (DD-OPG) method.☆11Jun 12, 2019Updated 7 years ago
- Code for the paper "On First-Order Meta-Learning Algorithms"☆1,042May 20, 2023Updated 3 years ago
- Elegant PyTorch implementation of paper Model-Agnostic Meta-Learning (MAML)☆2,484May 16, 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
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Transfer Learning via Unsupervised Task Discovery for Visual Question Answering☆31Apr 9, 2019Updated 7 years ago
- CIFAR10 ResNets implemented in JAX+Flax☆12Apr 6, 2022Updated 4 years ago
- The code for the paper, 'Meta-Curvature, Eunbyung Park and Junier Oliver, NeurIPS 2019'☆11Jan 20, 2020Updated 6 years ago
- ☆10Nov 17, 2014Updated 11 years ago
- Models for the Collaborative Drawing (CoDraw) task☆14Jan 15, 2019Updated 7 years ago
- Code for "Fast Context Adaptation via Meta-Learning"☆145Mar 22, 2021Updated 5 years ago
- Early Accepted in MICCAI 2023☆12Jul 11, 2023Updated 3 years ago