deepvariant
nni
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deepvariant | nni | |
---|---|---|
5 | 5 | |
3,076 | 13,742 | |
1.5% | 0.9% | |
9.1 | 6.7 | |
about 1 month ago | about 2 months ago | |
Python | Python | |
BSD 3-clause "New" or "Revised" License | 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.
deepvariant
- Look over my purchase, is there anything I should return?
- Welche Berufe haben ein riesiges Angebot an Arbeitskräften (zb. Marketing) und welche Berufe haben wirklich echten Fachkräftemangel und brauchen dringend mehr öffentliche Plattform?
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Give me your suggestions for papers with a Convolutional Neural Network in Bioinformatics
See https://www.nature.com/articles/nbt.4235 for the paper and https://github.com/google/deepvariant for the code.
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[D] Is deep learning having an impact in life sciences yet?
Deepvariant is a another example.
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?
galaxy - Data intensive science for everyone.
optuna - A hyperparameter optimization framework
masurca
FLAML - A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
scanpy - Single-cell analysis in Python. Scales to >1M cells.
autogluon - AutoGluon: Fast and Accurate ML in 3 Lines of Code
transformers - 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
AutoML - This is a collection of our NAS and Vision Transformer work. [Moved to: https://github.com/microsoft/Cream]
Biopython - Official git repository for Biopython (originally converted from CVS)
hyperopt - Distributed Asynchronous Hyperparameter Optimization in Python
af2complex - Predicting direct protein-protein interactions with AlphaFold deep learning neural network models.
archai - Accelerate your Neural Architecture Search (NAS) through fast, reproducible and modular research.