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My NLP project downloads, processes, and applies machine studying algorithms on Wikipedia articles. To facilitate getting fixed results and straightforward customization, SciKit Learn supplies 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 method. Pipeline objects expose their parameter, in order that hyperparameters may be changed and even complete pipeline steps can be skipped. Lisa Green and Jordan Mendelson present Common Crawl, a Web crawl made publicly accessible for additional analysis 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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