scikit-learn
http://www.semanlink.net/tag/scikit_learn
Documents tagged with scikit-learnscikit-learn Pipelines meet Knowledge Graphs - The Python kgextension Package ESWC 2021
http://www.semanlink.net/doc/2021/06/scikit_learn_pipelines_meet_kno
> The kgextension package allows to access and use Linked Open Data to augment existing datasets for improving a classification/clustering task.
How to create data analysis pipeline using background knowledge from knowledge graphs
[Github](https://github.com/om-hb/kgextension/blob/master/examples/book_genre_prediction.ipynb)
2021-06-10T15:59:47Zscikit-multilearn: Multi-Label Classification in Python
http://www.semanlink.net/doc/2020/09/scikit_multilearn_multi_label_
2020-09-16T18:21:54Zscikit-multilearn/scikit-multilearn: A scikit-learn based module for multi-label et. al. classification
http://www.semanlink.net/doc/2020/08/scikit_multilearn_scikit_multil
2020-08-12T12:47:05ZPipelines and composite estimators / ColumnTransformer for heterogeneous data — scikit-learn documentation
http://www.semanlink.net/doc/2019/07/pipelines_and_composite_estimat
[blog post with sample code](https://towardsdatascience.com/columntransformer-meets-natural-language-processing-da1f116dd69f)
2019-07-02T01:01:11ZRadek Osmulski sur Twitter : "You would expect a difference in row access times depending on the type of a sparse matrix, but I didn't realize the difference would be so big!
https://twitter.com/radekosmulski/status/1124766298469277696
2019-05-05T10:32:30Zdatas-frame – Tabular Data in Scikit-Learn and Dask-ML
https://tomaugspurger.github.io/sklearn-dask-tabular.html
2018-09-17T18:06:59ZNamed Entity Recognition and Classification with Scikit-Learn
https://towardsdatascience.com/named-entity-recognition-and-classification-with-scikit-learn-f05372f07ba2
2018-09-16T10:15:39ZStrategies to scale computationally: bigger data — scikit-learn documentation
http://scikit-learn.org/stable/modules/scaling_strategies.html
using out-of-core learning
2018-09-15T18:42:54ZMulticlass and multilabel algorithms — scikit-learn documentation
http://scikit-learn.org/stable/modules/multiclass.html
2018-03-17T14:38:19ZTopic Modeling with Scikit Learn – Aneesha Bakharia – Medium
https://medium.com/@aneesha/topic-modeling-with-scikit-learn-e80d33668730
2017-12-05T09:54:22Zscikit-learn documentation: General examples
http://scikit-learn.org/stable/auto_examples/index.html#
2017-06-20T10:11:03ZSample pipeline for text feature extraction and evaluation — scikit-learn documentation
http://scikit-learn.org/stable/auto_examples/model_selection/grid_search_text_feature_extraction.html#example-model-selection-grid-search-text-feature-extraction-py
2016-01-12T00:45:15ZCross-validation: evaluating estimator performance — scikit-learn documentation
http://scikit-learn.org/stable/modules/cross_validation.html
2016-01-11T17:52:23ZSupport Vector Machines — scikit-learn documentation
http://scikit-learn.org/stable/modules/svm.html
2016-01-11T17:20:26ZThe Glowing Python: Combining Scikit-Learn and NTLK
http://glowingpython.blogspot.fr/2013/07/combining-scikit-learn-and-ntlk.html
2015-10-21T18:43:13ZWorking With Text Data — scikit-learn documentation
http://scikit-learn.org/stable/tutorial/text_analytics/working_with_text_data.html
scikit-learn tutorial about analysing a collection of labelled text documents :
- load the file contents and the categories
- extract feature vectors (count, tf, tf-idf)
- train a linear model to perform categorization
- use a grid search strategy (to find a good configuration of both the feature extraction components and the classifier)
2015-10-21T10:08:08Zscikit learn: machine learning map
http://scikit-learn.org/stable/_static/ml_map.png
2015-10-19T10:51:16Zscikit-learn: machine learning in Python
http://scikit-learn.org
2015-10-16T00:17:32Z