archai
deephyper
| archai | deephyper | |
|---|---|---|
| 3 | 1 | |
| 455 | 262 | |
| 1.1% | 0.8% | |
| 8.3 | 8.9 | |
| 4 months ago | 7 days ago | |
| Python | Python | |
| MIT License | BSD 3-clause "New" or "Revised" License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
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
deephyper
-
[R] DeepHyper; software package to automate design and development of ML models
Link: https://github.com/deephyper/deephyper
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.
autokeras - AutoML library for deep learning
only_train_once - OTOv1-v3, NeurIPS, ICLR, TMLR, DNN Training, Compression, Structured Pruning, Erasing Operators, CNN, Diffusion, LLM
wandb - 🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
sapientml - Generative AutoML for Tabular Data
keras-tuner - A Hyperparameter Tuning Library for Keras
autogluon - Fast and Accurate ML in 3 Lines of Code
openrec - OpenRec is an open-source and modular library for neural network-inspired recommendation algorithms
makeZFS_armbian - RockPro64 Based NAS setup guide with ZFS
compression - Data compression in TensorFlow
TensorFlow-Examples - TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
ml-engineering - Machine Learning Engineering Open Book