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My NLP project downloads, processes, and applies machine learning algorithms on Wikipedia articles. To facilitate getting fixed outcomes and simple customization, SciKit Learn provides the Pipeline object. This object is a sequence of transformers, objects that implement a match and rework methodology, and a final estimator that implements the match approach. Pipeline objects expose their parameter, in order that hyperparameters could be changed and even entire pipeline steps could be skipped. Lisa Green and Jordan Mendelson present Common Crawl, a Web crawl made publicly accessible for additional evaluation and dissemination. In a second speak, Peter Adolphs introduces MIA, a Cloud-based platform for analyzing Web-scale knowledge sets with a toolbox of pure language processing algorithms.
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