Web Reference: scikit-learn Machine Learning in Python Getting Started Release Highlights for 1.8 Getting Started # Scikit-learn is an open source machine learning library that supports supervised and unsupervised learning. It also provides various tools for model fitting, data preprocessing, model selection, model evaluation, and many other utilities. The purpose of this guide is to illustrate some of the main features of scikit-learn. Jan 1, 2010 · 9. Computing with scikit-learn 9.1. Strategies to scale computationally: bigger data 9.1.1. Scaling with instances using out-of-core learning 9.2. Computational Performance 9.2.1. Prediction Latency 9.2.2. Prediction Throughput 9.2.3. Tips and Tricks 9.3. Parallelism, resource management, and configuration 9.3.1. Parallelism 9.3.2 ...
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