ds2
nni
ds2 | nni | |
---|---|---|
5 | 5 | |
48 | 13,777 | |
- | 0.7% | |
0.0 | 4.5 | |
2 months ago | 7 days 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.
ds2
- GitHub - DS2BRAIN/ds2: DS2 is the MLOps based Data science platform that automates machine learning pipelines and prescriptive analytics.
- GitHub - DS2BRAIN/ds2: DS2 - the MLOps based Data science platform that automates machine learning pipelines and prescriptive analytics.
- DS2 - the MLOps based Data science platform that automates machine learning pipelines and prescriptive analytics.
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?
carefree-learn - Deep Learning ❤️ PyTorch
optuna - A hyperparameter optimization framework
autoai - Python based framework for Automatic AI for Regression and Classification over numerical data. Performs model search, hyper-parameter tuning, and high-quality Jupyter Notebook code generation.
FLAML - A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
superduperdb - 🔮 SuperDuperDB: Bring AI to your database! Build, deploy and manage any AI application directly with your existing data infrastructure, without moving your data. Including streaming inference, scalable model training and vector search.
autogluon - Fast and Accurate ML in 3 Lines of Code
autoembedder - PyTorch autoencoder with additional embeddings layer for categorical data 🚘
AutoML - This is a collection of our NAS and Vision Transformer work. [Moved to: https://github.com/microsoft/Cream]
cascade - Lightweight and modular MLOps library targeted at small teams or individuals
hyperopt - Distributed Asynchronous Hyperparameter Optimization in Python
cerche - Experimental search engine for conversational AI such as parl.ai, large language models such as OpenAI GPT3, and humans (maybe).
archai - Accelerate your Neural Architecture Search (NAS) through fast, reproducible and modular research.