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Originally a port of the R package, pyjanitor has evolved from a set of convenient data cleaning routines into an experiment with the method chaining paradigm. Data preprocessing usually consists of a series of steps that involve transforming raw data into an understandable/usable format.
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Jupyter Book lets you build an online book using a collection of
Jupyter Notebooks and Markdown files. Its output is similar to the
excellent Bookdown tool, and adds extra functionality for people
running a Jupyter stack.
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Lale is a Python library for semi-automated data science. Lale makes it easy to
automatically select algorithms and tune hyperparameters of pipelines that are
compatible with scikit-learn, in a type-safe fashion. If you are a data scientist
who wants to experiment with automated machine learning, t…
STUMPY is a powerful and scalable library that efficiently computes something called
the matrix profile, which can be used for a variety of
time series data mining tasks such as: pattern/motif
(approximately repeated subsequences within a longer time series) discovery,
anomaly/novelty (discord) dis…
Bokeh is an interactive visualization library for modern web browsers.
It provides elegant, concise construction of versatile graphics, and
affords high-performance interactivity over large or streaming datasets.
Bokeh can help anyone who would like to quickly and easily make interactive
plots, das…
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