seq2seq
nni
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seq2seq | nni | |
---|---|---|
1 | 5 | |
5,540 | 13,726 | |
- | 0.9% | |
0.0 | 6.7 | |
over 3 years ago | about 2 months ago | |
Python | Python | |
Apache License 2.0 | MIT 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.
seq2seq
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Tegin huvitava avastuse. Google translate tõlkides automaatselt määrab meie ilma soota asesõnad inglise keeles sooliseks olenevalt sellest, mis ametinimetust lauses kasutad.
Treenimiseks antakse masinale (https://github.com/google/seq2seq) väga palju tõlkepaare sisse, kui need tõlkepaarid ongi tänapäevasest stereotüüpsest maailmast siis väga midagi sinna parata ei saa. Keegi teadlikult vähemalt seda masinat stereotüüpseks ei teinud.
nni
- Filter Pruning for PyTorch
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Automated Machine Learning (AutoML) - 9 Different Ways with Microsoft AI
For a complete tutorial, navigate to this Jupyter Notebook: https://github.com/microsoft/nni/blob/master/examples/notebooks/tabular_data_classification_in_AML.ipynb
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[D] Efficient ways of choosing number of layers/neurons in a neural network
optuna, hyperopt, nni, plenty of less-known tools too.
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Top 10 Developer Trends, Sun Oct 18 2020
microsoft / nni
What are some alternatives?
horovod - Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
optuna - A hyperparameter optimization framework
pycm - Multi-class confusion matrix library in Python
FLAML - A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
lingvo - Lingvo
autogluon - AutoGluon: Fast and Accurate ML in 3 Lines of Code
datatap-python - Focus on Algorithm Design, Not on Data Wrangling
AutoML - This is a collection of our NAS and Vision Transformer work. [Moved to: https://github.com/microsoft/Cream]
umamusu-translate - A toolset (+patch) for translating Uma Musume: Pretty Derby
hyperopt - Distributed Asynchronous Hyperparameter Optimization in Python
DeepCreamPy - Decensoring Hentai with Deep Neural Networks
archai - Accelerate your Neural Architecture Search (NAS) through fast, reproducible and modular research.