Entries by tag: scikit-learn

Including child/synonym tags

Example Project Template: Serve a Scikit-learn Model via a Flask API  27 Jun 2018    flask scikit-learn
Full (albeit simple) example on how to create a simple Flask API to serve predictions using a pre-trained scikit-learn model. Includes supporting features such as logging, error handling, input validation, etc. Full code available on Github. Read More ›

Scikit-Learn examples: Making Dummy Datasets  02 May 2018    scikit-learn
Make dummy datasets to test out classifiers and/or parameter configurations in Scikit-learn. Read More ›

Visualizing Machine Learning Models: Examples with Scikit-learn, XGB and Matplotlib  23 Apr 2018    matplotlib machine-learning scikit-learn
Examples on how to use matplotlib and Scikit-learn together to visualize the behaviour of machine learning models, conduct exploratory analysis, etc. Read More ›

Scikit-Learn Pipeline Examples  21 Oct 2017    scikit-learn
Examples of how to use classifier pipelines on Scikit-learn. Includes examples on cross-validation regular classifiers, meta classifiers such as one-vs-rest and also keras models using the scikit-learn wrappers. Read More ›

Scikit-Learn Cheatsheet: Reference and Examples  10 Mar 2017    wip scikit-learn
Just a couple of things you may find yourself doing over and over again when working with scikit-learn. Read More ›