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1. Awesome-AutoDL Awesome-AutoDL Public

   Automated Deep Learning: Neural Architecture Search Is Not the End (a curated list of AutoDL resources and an in-depth analysis)

   Python 2.2k 314

2. AutoDL-Projects AutoDL-Projects Public

   Automated deep learning algorithms implemented in PyTorch.

   Python 1.6k 281

3. NAS-Bench-201 NAS-Bench-201 Public

   NAS-Bench-201 API and Instruction

   Python 624 117

4. NATS-Bench NATS-Bench Public

   TPAMI 2021: NATS-Bench: Benchmarking NAS Algorithms for Architecture Topology and Size

   Python 172 20

5. landmark-detection landmark-detection Public

   Four landmark detection algorithms, implemented in PyTorch.

   Python 922 180

6. facebookresearch/supervision-by-registration facebookresearch/supervision-by-registration Public archive

   Supervision-by-Registration: An Unsupervised Approach to Improve the Precision of Facial Landmark Detectors

   Python 762 165