awesome-automl
github.com/windmaple/awesome-automl ↗Curating a list of AutoML-related research, tools, projects and other resources
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Curated Resources
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Research papersTools and projectsBenchmarksCommercial productsBlog postsCoursesPresentationsBooksCompetitions, workshops and conferencesOther curated resources on AutoML
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Research papers
- 15 times Faster than Llama 2: Introducing DeciLM – NAS-Generated LLM with Variable GQALLM
- Accelerating Neural Architecture Search for Natural Language Processing with Knowledge Distillation and Earth Mover's DistanceNeural Architecture Search
- A Comprehensive Survey of Neural Architecture Search: Challenges and SolutionsAutoML survey
- AdaNet: Adaptive Structural Learning of Artificial Neural NetworksNeural Architecture Search
- AIM: Automatic Interaction Machine for Click-Through Rate PredictionRecommendation systems
- AlphaGo Moment for Model Architecture DiscoveryNeural Architecture Search
Commercial products
Blog posts
- A Conversation With Quoc Le: The AI Expert Behind Google AutoML
- AutoML for large scale image classification and object detection
- AutoML Solutions: What I Like and Don’t Like About AutoML as a Data Scientist
- Efficient Multi-Objective Neural Architecture Search with Ax
- fast.ai: An Opinionated Introduction to AutoML and Neural Architecture Search
- How we use AutoML, Multi-task learning and Multi-tower models for Pinterest Ads
Tools and projects
Presentations
Books
Other curated resources on AutoML
Competitions, workshops and conferences
Showing a sample of 288 resources. View the full list on GitHub →