Gaussian Processes for Classification and Regression: Introduction and Usage
19 Nov 2017 Study guide for understanding Gaussian Processes (also Sparse Gaussian Processes) as applied to classification in machine learning.
Read More ›Package a Python Project and Make it Available via pip install: Simple Example
15 Nov 2017 It's easy to package some code you wrote as a package. Publish your Python code to PyPi to have other people use and contribute to it!
Pip Install a Project having a setup.py file: an Example
11 Nov 2017 You can use pip to install a Python project that uses a setup.py setup file.
Read More ›paper-summary multi-label tags
Paper Summary: Multi-instance multi-label learning for automatic tag recommendation
05 Nov 2017 Summary of the 2009 article "Multi-instance multi-label learning for automatic tag recommendation" by Shen et al.
Python number formatting examples
05 Nov 2017 Examples on how to format numbers in Python, e.g. rounding, truncating, etc.
Read More ›Linux File Processing: head and tail examples
27 Oct 2017 GNU utilities head and tail are very useful for text file processing under Linux and other unix-based OSs.
Read More ›Scikit-Learn Pipeline Examples
21 Oct 2017 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.
Kaggle NYC Taxi Trips Competition: Overview and Results
17 Oct 2017 Overview of Kaggle competition: New York City Taxi Trip Duration.
Read More ›Python on Jupyter notebooks: Reference for Common Use Cases
16 Oct 2017 Getting more done with Jupyter notebook, with useful shortcuts and commonly-used functionality.
Read More ›Pandas DataFrame: GroupBy Examples
11 Oct 2017 Examples of specific ways to do what you want using groupby on Pandas Dataframes.
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