机器学习和深度学习工程师必备-速查表 机器学习很复杂。对于新手来说,如果他们没有合适的学习资源,则开始学习机器学习会很痛苦。大多数机器学习库很难理解,学习曲线可能会令人沮丧。
最近在Github发现一个仓库,名字为cheatsheets-ai ,https://github.com/kailashahirwar/cheatsheets-ai,其中包含来自不同来源的不同机器学习框架的备忘单。
备忘单列表:
来源— https://www.datacamp.com/community/blog/keras-cheat-sheet#gs.DRKeNMs
来源 — https://www.datacamp.com/community/blog/python-numpy-cheat-sheet#gs.AK5ZBgE
来源-https://www.datacamp.com/community/blog/pandas-cheat-sheet-python#gs.HPFoRIc
来源 — https://www.datacamp.com/community/blog/python-scipy-cheat-sheet#gs.JDSg3OI
来源 — https://www.datacamp.com/community/blog/python-matplotlib-cheat-sheet#gs.uEKySpY
来源 — https://www.datacamp.com/community/blog/scikit-learn-cheat-sheet
来源— http://www.asimovinstitute.org/neural-network-zoo/
来源— https://www.rstudio.com/wp-content/uploads/2015/03/ggplot2-cheatsheet.pdf
来源 — https://www.datacamp.com/community/blog/pyspark-sql-cheat-sheet
来源 — https://www.rstudio.com/wp-content/uploads/2015/02/data-wrangling-cheatsheet.pdf
来源 — https://www.datacamp.com/community/blog/jupyter-notebook-cheat-sheet
来源— http://docs.dask.org/en/latest/_downloads/daskcheatsheet.pdf
大家可以收藏一波~