Frequently used functions of NumPy, Pandas, Matplotlib, Seaborn, Scikit-Learn, Tensorflow and Keras

  • Data analysis
  • Data science
  • Machine learning
  • Deep learning

What benefit do I get from this cheat sheet?

NumPy

NumPy associated functions

Pandas

Pandas associated functions

Matplotlib

Matplotlib associated functions

Seaborn

Seaborn associated functions

Scikit-Learn

Scikit-Learn associated functions

TensorFlow

TensorFlow associated functions

Keras

Keras associated functions

So, what’s the procedure of generating my own cheat sheet?

SELECT Body
FROM Posts
WHERE PostTypeId = 2
AND ParentId IN (SELECT PostId
FROM PostTags
WHERE TagId = (SELECT Id
FROM Tags
WHERE TagName = 'numpy'))
import re
p = re.compile(‘\.([A-Za-z_]+)(?=\(|\[)’)
ans[‘Methods’] = ans.Body.apply(lambda x: p.findall(x))
library(wordcloud2)
library(webshot)
library(htmlwidgets)
df <- read.csv(‘methods_keras.csv’)my_graph = wordcloud2(df[,-1], size = 0.5, minRotation = -pi/6, maxRotation = -pi/6, rotateRatio = 1)
saveWidget(my_graph,”tmp.html”,selfcontained = F)
webshot(“tmp.html”,”keras.png”, delay=10, vwidth = 800, vheight=400)

References

  1. StackExchange and Stack Overflow
  2. Get the complete NumPy, Pandas, Matplotlib, Seaborn, Scikit-Learn, TensorFlow, and Keras CSV files.

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AI practitioner | Derivative Trader | LinkedIn: bit.ly/2CzXlI2 | Twitter: @ervivekjaglan

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Vivek Kumar

Vivek Kumar

AI practitioner | Derivative Trader | LinkedIn: bit.ly/2CzXlI2 | Twitter: @ervivekjaglan

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