"meta-learning" Awesome Lists
awesome-AutoML-and-Lightweight-Models
A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures, 3.) Model Compression, Quantization and Acceleration, 4.) Hyperparameter Optimization, 5.) Automated Feature Engineering.
architecture-search automated-feature-engineering automl awesome-list hyperparameter-optimization meta-learning model-acceleration model-compression nas neural-architecture-search
853 stars
160 forks
150 projects
Last updated: 05 Apr 2025
awesome-federated-learning
All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.
communication-efficiency data-privacy decentralized-federated-learning differential-privacy-deep-learning distributed-optimization federated-learning federated-learning-framework federated-optimization machine-learning meta-learning
692 stars
97 forks
46 projects
Last updated: 18 Apr 2025
awesome-real-world-rl
Great resources for making Reinforcement Learning work in Real Life situations. Papers,projects and more.
awesome awesome-list gans imitation-learning meta-learning reinforcement-learning robotics sim2real simulation
398 stars
47 forks
76 projects
Last updated: 18 Apr 2025
awesome-few-shot-gnn
An index of algorithms for few-shot learning/meta-learning on graphs
few-shot-learning graph-neural-networks meta-learning
148 stars
19 forks
58 projects
Last updated: 30 Apr 2025
awesome-artificial-intelligence-research
A curated list of Artificial Intelligence (AI) Research, tracks the cutting edge trending of AI research, including recommender systems, computer vision, machine learning, etc.
artificial-intelligence automl awesome-list computer-vision deep-learning detection domain-adaptation generative-adversarial-network graph-neural-networks incremental-learning
124 stars
15 forks
92 projects
Last updated: 26 Apr 2025
awesome-few-shot-meta-learning
awesome few shot / meta learning papers
conference-paper deep-learning few-shot-learning meta-learning metric-learning one-shot-learning
53 stars
5 forks
98 projects
Last updated: 31 Mar 2025
awesome-metarl
A curated list of awesome Meta Reinforcement Learning
awesome meta-learning meta-rl reinforcement-learning reinforcement-meta-learning
30 stars
3 forks
35 projects
Last updated: 29 Apr 2025