archai
sapientml
| archai | sapientml | |
|---|---|---|
| 3 | 1 | |
| 455 | 426 | |
| 1.1% | 0.7% | |
| 8.3 | 8.5 | |
| 4 months ago | 17 days ago | |
| Python | Python | |
| MIT License | Apache License 2.0 |
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archai
- [D] Where is AutoML for NNs?
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Questions about reproducing DARTS code implementation
https://github.com/microsoft/archai/blob/ed2296f9b8226c49c0339244242dcef201012b95/archai/algos/darts/bilevel_optimizer_slow.py#L34 is not trivial to understand though
sapientml
What are some alternatives?
nni - An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
AutoViz - Automatically Visualize any dataset, any size with a single line of code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.
only_train_once - OTOv1-v3, NeurIPS, ICLR, TMLR, DNN Training, Compression, Structured Pruning, Erasing Operators, CNN, Diffusion, LLM
Auto_ViML - Automatically Build Multiple ML Models with a Single Line of Code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.
autogluon - Fast and Accurate ML in 3 Lines of Code
featuretools - An open source python library for automated feature engineering
deephyper - DeepHyper: Scalable Asynchronous Neural Architecture and Hyperparameter Search for Deep Neural Networks
makeZFS_armbian - RockPro64 Based NAS setup guide with ZFS
autokeras - AutoML library for deep learning
TensorFlow-Examples - TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)