Projects in Awesome Lists tagged with maml
A curated list of projects in awesome lists tagged with maml .
https://github.com/learnables/learn2learn
A PyTorch Library for Meta-learning Research
few-shot finetuning learn2learn learning2learn maml meta-descent meta-learning meta-optimization meta-rl metalearning pytorch
Last synced: 09 Apr 2025
https://github.com/oscarknagg/few-shot
Repository for few-shot learning machine learning projects
few-shot-learning machine-learning maml meta-learning miniimagenet omniglot pytorch research
Last synced: 16 May 2025
https://github.com/sudharsan13296/hands-on-meta-learning-with-python
Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow
deep-meta-learning few-shot-learning keras maml mann matching-networks meta-imitation-learning meta-sgd metalearning ntm one-shot-learning prototypical-network prototypical-networks reinforcement-learning relation-network reptile shot-learning siamese-network tensorflow zero-shot-learning
Last synced: 16 May 2025
https://github.com/sudharsan13296/Hands-On-Meta-Learning-With-Python
Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow
deep-meta-learning few-shot-learning keras maml mann matching-networks meta-imitation-learning meta-sgd metalearning ntm one-shot-learning prototypical-network prototypical-networks reinforcement-learning relation-network reptile shot-learning siamese-network tensorflow zero-shot-learning
Last synced: 06 May 2025
https://github.com/google-research/meta-dataset
A dataset of datasets for learning to learn from few examples
benchmark few-shot-learning machine-learning maml meta-learning tensorflow
Last synced: 09 Oct 2025
https://github.com/shirleyzhu233/PyTorch-MAML
A PyTorch implementation of Model Agnostic Meta-Learning (MAML) that faithfully reproduces the results from the original paper.
deep-learning few-shot-learning maml meta-learning
Last synced: 08 May 2025
https://github.com/dongminlee94/meta-learning-for-everyone
"모두를 위한 메타러닝" 책에 대한 코드 저장소
maml maml-rl mann matching-network meta-learning meta-rl meta-sl pearl prototypical-network rl2 snail
Last synced: 25 Oct 2025
https://github.com/dbaranchuk/memory-efficient-maml
Memory efficient MAML using gradient checkpointing
deep-learning gpu gradient-checkpointing maml meta-learning pytorch
Last synced: 13 Apr 2025
https://github.com/hereismari/tensorflow-maml
TensorFlow 2.0 implementation of MAML.
eager-execution maml meta-learning tensorflow tensorflow2
Last synced: 30 Apr 2025
https://github.com/geotrellis/geotrellis-server
Tools for building raster processing and display services
geotrellis geotrellis-server maml map-algebra ogc tms wcs wms wmts
Last synced: 11 Oct 2025
https://github.com/baiksung/MeTAL
Official PyTorch implementation of "Meta-Learning with Task-Adaptive Loss Function for Few-Shot Learning" (ICCV2021 Oral)
computer-vision deep-learning few-shot-learning iccv machine-learning maml meta-learning pytorch
Last synced: 08 May 2025
https://github.com/sungyubkim/GBML
A collection of Gradient-Based Meta-Learning Algorithms with pytorch
cavia few-shot-learning gradient-based-meta-learning implicit-maml maml meta-learning meta-learning-algorithms neumann-approximation pytorch reptile
Last synced: 08 May 2025
https://github.com/tanyuqian/redco
NAACL '24 (Best Demo Paper RunnerUp) / MlSys @ NeurIPS '23 - RedCoast: A Lightweight Tool to Automate Distributed Training and Inference
differential-privacy diffusion-models distributed-training fedavg federated-learning flan-t5-xxl gemma image-captioning jax large-language-models llama maml meta-learning mixed-precision mlsys model-parallelism ppo reinforcement-learning seq2seq stable-diffusion
Last synced: 06 Apr 2025
https://github.com/mohammadmozafari/advanced-machine-learning
This repo contains the implementation of some new papers on some advanced topics of machine learning e.g. meta-learning, reinforcement-learning, meta-reinforcement-learning, continual-learning and etc.
continual-learning goal-conditioned-rl maml meta-rl multitask-learning prototypical-networks snail
Last synced: 10 Apr 2025
https://github.com/Han-Jia/UNICORN-MAML
PyTorch implementation of "How to Train Your MAML to Excel in Few-Shot Classification"
few-shot-learning iclr2022 maml meta-learning
Last synced: 08 May 2025
https://github.com/Deepest-Project/meta-learning-study
Deepest Season 6 Meta-Learning study papers plus alpha
few-shot-learning maml meta-learning papers prototypical-networks shot-learning
Last synced: 20 Nov 2025
https://github.com/tikquuss/meta_xlm
Cross-lingual Language Model (XLM) pretraining and Model-Agnostic Meta-Learning (MAML) for fast adaptation of deep networks
african-languages back-translation bert bleu-scores bpe-codes clm denoising-autoencoders languages machine-translation maml meta-model mlm parallel-training pretrained-models text-clustering text-processing tlm xlm
Last synced: 12 Jul 2025
https://github.com/gcucurull/maml_flax
Model Agnostic Meta Learning (MAML) implemented in Flax, the neural network library for JAX.
Last synced: 30 Apr 2025
https://github.com/josephkj/pytorch-maml-and-reptile
MAML and Reptile sine wave regression example in PyTorch
maml meta-learning meta-learning-algorithms pytorch pytorch-implementation reptile
Last synced: 07 Oct 2025
https://github.com/robinka/metavae
Meta-learning by applying MAML to an inner variational auto-encoder to automatically learn generative models with few examples
deep-learning few-shot-learning generative-models machine-learning maml metalearning neural-network one-shot-learning tensorflow vae
Last synced: 31 Jul 2025
https://github.com/renovamen/metallic
A clean, lightweight and modularized PyTorch meta-learning library.
few-shot-learning learning-to-learn maml meta-learning pytorch reptile
Last synced: 27 Jul 2025
https://github.com/dudeperf3ct/fellowship.ai-challenges
This repo contains implementations of the challenges from fellowship.ai. For more, visit here.
few-shot-learning food-101 maml transfer-learning transfer-learning-nlp twitter-sentiment-analysis
Last synced: 15 Apr 2025
https://github.com/kristian-georgiev/sgmrl
Codebase for SG-MRL (On the Convergence Theory of Debiased Model-Agnostic Meta-Reinforcement Learning)
Last synced: 28 Apr 2025
https://github.com/ha-lins/maml-dst
Model-agnostic meta-learning (MAML) for few-shot dialogue state tracking (DST) based on TRADE.
dialog-state-tracking maml meret meta-learning trade
Last synced: 27 Feb 2026
https://github.com/tintoy/ps-reptile
A MAML-format help generator for binary PowerShell modules.
maml powershell powershell-help
Last synced: 14 May 2025
https://github.com/bkj/ezml
Very simple MAML-like metalearning baseline
few-shot-learning maml metalearning miniimagenet omniglot
Last synced: 01 Feb 2026
https://github.com/morningstartm/metamarl4gridtopo
Research implementation of Meta-Learning (MAML) in Multi-Agent Reinforcement Learning (MARL) for power grid control using L2RPN. This project explores how meta-learning can improve agent adaptation across varying grid topologies and operational scenarios, aiming for safer and more efficient grid management.
grid2op hierarchical-reinforcement-learning l2rpn maml meta-learning multi-agent-reinforcement-learning power-grid reinforcement-learning
Last synced: 18 May 2026
https://github.com/susheel-1999/maml_algorithm
An implementation of Model Agnostic Meta Learning (MAML) algorithm using pytorch
deep-learning maml maml-algorithm meta meta-learning meta-learning-algorithms pytorch
Last synced: 02 May 2026
