Pyplot Cheat Sheet

Some frequent needed utilities in Python data scripts —— good to have it by hand when facing puzzle.

So you can have a style sheet that customizes colors and a separate style sheet that alters element sizes for presentations. These styles can easily be combined by passing a list of styles: import matplotlib.pyplot as plt plt. Use ( 'darkbackground', 'presentation' ).
Style sheets reference¶. This script demonstrates the different available style sheets on a common set of example plots: scatter plot, image, bar graph, patches, line plot and histogram.

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Data Loading

Indexing

Sorting

Dropping

Slicing

Dealing with missings

Sampling

Apply function

Dealing with datetime

Green vpn for mac. Categorical to dummy

concat & join

Groupby

Differencing & Cumulation

Sliding Window Apply

Regular Expression

Numerical stats

Pyplot Cheat Sheet Pdf

Correlation

Basic Charts

Rescaling

Feature Binarization

Generating Polynomial Features

Filter methods

Wrapper Methods

Frequent Used Pieces

Linear Regression

Kmeans

Random Forest

Time Series

Training/Test split

Cross Validation

Exhaustive Grid Search