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The Top 23 Meta Learning Maml Open Source Projects

Open source projects categorized as Meta Learning Maml
Categories > Maml
Categories > Learning Resources > Meta Learning
Learn2learn ⭐ 2,283
A PyTorch Library for Meta-learning Research
dependent packages 1total releases 19most recent commit 10 months agopypi learn2learn} Downloads
Hands On Meta Learning With Python ⭐ 857
Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow
most recent commit 3 years ago
Meta Dataset ⭐ 679
A dataset of datasets for learning to learn from few examples
most recent commit a year ago
Few Shot ⭐ 520
Repository for few-shot learning machine learning projects
most recent commit 4 years ago
Few_shot_meta_learning ⭐ 148
Implementations of many meta-learning algorithms to solve the few-shot learning problem in Pytorch
most recent commit 2 years ago
Paml ⭐ 125
Personalizing Dialogue Agents via Meta-Learning
most recent commit a year ago
Meta Learning Bert ⭐ 94
Meta learning with BERT as a learner
most recent commit a year ago
Metahin ⭐ 91
Source code for KDD 2020 paper "Meta-learning on Heterogeneous Information Networks for Cold-start Recommendation"
most recent commit 2 years ago
Pytorch Maml ⭐ 80
A PyTorch implementation of Model Agnostic Meta-Learning (MAML) that faithfully reproduces the results from the original paper.
most recent commit 4 years ago
Meta Learning For Everyone ⭐ 79
"모두를 위한 메타러닝" 책에 대한 코드 저장소
most recent commit 6 months ago
Tensorflow Maml ⭐ 61
TensorFlow 2.0 implementation of MAML.
most recent commit 5 years ago
Memory Efficient Maml ⭐ 48
Memory efficient MAML using gradient checkpointing
most recent commit 4 years ago
Cross Accent Maml Asr ⭐ 42
Meta-learning model agnostic (MAML) implementation for cross-accented ASR
most recent commit 10 months ago
Alfa ⭐ 37
Source code for NeurIPS 2020 paper "Meta-Learning with Adaptive Hyperparameters"
most recent commit 2 years ago
Redco ⭐ 35
MLSys Workshop NeurIPS 2023 - Redco: A Lightweight Tool to Automate Distributed Training and Inference
total releases 11most recent commit 4 months ago
Unicorn Maml ⭐ 32
PyTorch implementation of "How to Train Your MAML to Excel in Few-Shot Classification"
most recent commit 6 months ago
Metabin ⭐ 32
[CVPR2021] Meta Batch-Instance Normalization for Generalizable Person Re-Identification
most recent commit 2 years ago
Cs330 Stanford Deep Multi Task And Meta Learning ⭐ 27
My notes and assignment solutions for Stanford CS330 (Fall 2019 & 2020) Deep Multi-Task and Meta Learning
most recent commit 3 years ago
Meta Reinforcement Learning ⭐ 26
Code snippets of Meta Reinforcement Learning algorithms
most recent commit 8 months ago
Maml Rl Tf2 ⭐ 20
Implementation of Model-Agnostic Meta-Learning (MAML) applied on Reinforcement Learning problems in TensorFlow 2.
most recent commit 3 years ago
Metal ⭐ 19
Official PyTorch implementation of "Meta-Learning with Task-Adaptive Loss Function for Few-Shot Learning" (ICCV2021 Oral)
most recent commit 2 years ago
Hierarchical Meta Reinforcement Learning ⭐ 19
This repository contains the implementation for the paper - Exploration via Hierarchical Meta Reinforcement Learning.
most recent commit 5 years ago
Mliis ⭐ 18
Code for meta-learning initializations for image segmentation
most recent commit 3 years ago
The 2 Latest Releases In Meta Learning Maml Open Source Projects
Redco ⭐ 35
MLSys Workshop NeurIPS 2023 - Redco: A Lightweight Tool to Automate Distributed Training and Inference
total releases 11latest release November 08, 2023most recent commit 4 months ago
Learn2learn ⭐ 2,283
A PyTorch Library for Meta-learning Research
dependent packages 1total releases 19latest release February 10, 2022most recent commit 10 months agopypi learn2learn} Downloads
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