awesome-automl
github.com/chanchichoi/awesome-automl ↗collecting related resources of automated machine learning here
55
GitHub Stars
404
Curated Resources
6
Categories
21 hours ago
Last Refreshed
PapersSURVEYblogs & articles & bookLibrariesProjectsbenchmark
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Installation instructions →What's inside
Projects
Papers
- Accelerating Neural Architecture Search using Performance Prediction
- Adanet: Adaptive structural learning of artificial neural networks
- A genetic programming approach to designing convolutional neural network architectures
- A hypercube-based encoding for evolving large-scale neural networks
- Algorithms for hyper-parameter optimization
- An effective algorithm for hyperparameter optimization of neural networks
Libraries
SURVEY
- A Comprehensive Survey of Neural Architecture Search: Challenges and Solutions
- A survey on neural architecture search
- AutoDL Challenge Design and Beta Tests-Towards automatic deep learning
- Automated machine learning: State-of-the-art and open challenges
- AutoML: A Survey of the State-of-the-Art
- AutoML Segmentation for 3D Medical Image Data: Contribution to the MSD Challenge 2018
Resources
benchmark
Showing a sample of 404 resources. View the full list on GitHub →