Топ 14 Cheat Sheets для Machine Learning и Deep Learning инженеров

В обзоре представлены краткие руководства по библиотекам Data Science и в частности Machine Learning для популярных языков.

Список:

1. Keras

Source: https://github.com/kailashahirwar/cheatsheets-ai/blob/master/PDFs/Keras.pdf

2. Numpy

Source: https://github.com/kailashahirwar/cheatsheets-ai/blob/master/PDFs/Numpy.pdf

3. Pandas

Source: https://github.com/kailashahirwar/cheatsheets-ai/blob/master/PDFs/Pandas.pdf

4. Scipy

Source: https://github.com/kailashahirwar/cheatsheets-ai/blob/master/PDFs/SciPy-Linear%20Algebra.pdf

5. Matplotlib

Source: https://github.com/kailashahirwar/cheatsheets-ai/blob/master/PDFs/Matplotlib.pdf

6. Scikit-learn

Source: https://github.com/kailashahirwar/cheatsheets-ai/blob/master/PDFs/Scikit-Learn.pdf</a

7. Neural Networks Zoo

Source: https://github.com/kailashahirwar/cheatsheets-ai/blob/master/PDFs/Neural%20Networks%20Zoo.pdf

8. ggplot2

Source: https://github.com/kailashahirwar/cheatsheets-ai/blob/master/PDFs/ggplot2.pdf

9. PySpark

Source: https://github.com/kailashahirwar/cheatsheets-ai/blob/master/PDFs/PySpark.pdf

10. R Studio

Source: https://github.com/kailashahirwar/cheatsheets-ai/blob/master/PDFs/Data%20Wrangling%20with%20dplyr%20and%20tidyr%20-%20R%20Studio.pdf

11. Jupyter Notebook

Source: http://get.treasuredata.com/rs/714-XIJ-402/images/TD_Jupyter%20Notebook%20Cheatsheet_V1%281%29%20%281%29.pdf

12. Dask

Source: https://docs.dask.org/en/latest/_downloads/283ae48258d4a12e74080caf194279cb/daskcheatsheet.pdf

13. Deep Learning

Source: https://github.com/kailashahirwar/cheatsheets-ai/blob/master/PDFs/Deep%20Learning%20Cheat%20Sheet-Hacker%20Noon.pdf

14. Tensorflow

Source: https://github.com/kailashahirwar/cheatsheets-ai/blob/master/PDFs/Tensorflow.pdf