PL03, Libraries

Back to the previous page ｜page management｜ Python ｜PYPI

---

• programcreek

Mathematical, Numerical, Scientific libraries(packages)

• Numeric and Mathematical Modules on the python standard library

• NumPy ｜ Cheat Sheet
  • https://docs.scipy.org/doc/numpy/genindex.html
  • https://docs.scipy.org/doc/numpy/contents.html
  • https://github.com/numpy/numpy
• Matplotlib ｜ Cheat Sheet
  • https://matplotlib.org/api/index.html
  • https://matplotlib.org/api/pyplot_summary.html
  • https://github.com/matplotlib/matplotlib
• SymPy ｜ Cheat Sheet
  • https://docs.sympy.org/latest/py-modindex.html
  • https://github.com/sympy/sympy
• SciPy ｜ Cheat Sheet
  • https://docs.scipy.org/doc/scipy/reference/
  • https://github.com/scipy/scipy
• Pyomo
  • https://pyomo.readthedocs.io/en/stable/
  • https://github.com/Pyomo/pyomo
• StatsModel
  • https://www.statsmodels.org/stable/index.html
  • https://www.statsmodels.org/stable/py-modindex.html
  • https://www.statsmodels.org/devel/index.html
  • https://www.statsmodels.org/devel/py-modindex.html
  • https://github.com/statsmodels/statsmodels
• seaborn ｜ Cheat Sheet
  • https://seaborn.pydata.org/api.html#
  • https://github.com/mwaskom/seaborn
• scikit-learn ｜ Cheat Sheet
  • https://scikit-learn.org/stable/modules/classes.html
  • https://scikit-learn.org/stable/user_guide.html
  • https://scikit-learn.org/stable/auto_examples/index.html
  • https://github.com/scikit-learn/scikit-learn</a>
• Pandas ｜ Cheat Sheet
  • https://pandas.pydata.org/pandas-docs/stable/reference/frame.html
  • https://pandas.pydata.org/pandas-docs/stable/reference/offset_frequency.html
  • https://pandas.pydata.org/pandas-docs/stable/reference/extensions.html
  • https://pandas.pydata.org/pandas-docs/stable/reference/general_functions.html
  • https://pandas.pydata.org/pandas-docs/stable/reference/general_utility_functions.html#
  • https://pandas.pydata.org/pandas-docs/stable/reference/groupby.html
  • https://pandas.pydata.org/pandas-docs/stable/reference/indexing.html
  • https://pandas.pydata.org/pandas-docs/stable/reference/io.html
  • https://pandas.pydata.org/pandas-docs/stable/reference/arrays.html
  • https://pandas.pydata.org/pandas-docs/stable/reference/panel.html
  • https://pandas.pydata.org/pandas-docs/stable/reference/plotting.html
  • https://pandas.pydata.org/pandas-docs/stable/reference/resampling.html
  • https://pandas.pydata.org/pandas-docs/stable/reference/series.html
  • https://pandas.pydata.org/pandas-docs/stable/reference/style.html
  • https://pandas.pydata.org/pandas-docs/stable/reference/window.html
  • https://github.com/pandas-dev/pandas
• TensorFlow(1.*) ｜ TensorFlow(2.*)｜Cheat Sheet
  • https://www.tensorflow.org/api_docs/python/tf
  • https://github.com/tensorflow/tensorflow
• Keras ｜ Cheat Sheet
  • https://keras.io/
  • https://github.com/keras-team/keras
• PyTorch ｜ Cheat Sheet
  • https://pytorch.org/docs/stable/index.html
  • https://pytorch.org/tutorials/
  • https://github.com/pytorch/pytorch
• networkx ｜ Cheat Sheet
  • https://networkx.github.io/
• mlxtend ｜ Cheat Sheet
  • http://rasbt.github.io/mlxtend/
• visdom
  • https://github.com/facebookresearch/visdom

---

Image processing

• pyrealsense2
  • https://intelrealsense.github.io/librealsense/python_docs/_generated/pyrealsense2.html#module-pyrealsense2
• OpenCV
  • https://opencv.org/
  • https://github.com/opencv/opencv

---

Natural Laguage processing

• Transformers
  • https://huggingface.co/transformers/index.html
  • https://github.com/huggingface/transformers

---

Web Application

• requests
  • https://requests.kennethreitz.org//en/v1.1.0/api/
• BeautifulSoup ｜ Cheat Sheet
  • https://www.crummy.com/software/BeautifulSoup/bs4/doc/#
• Selenium
  • https://selenium.dev/documentation/en/
• gspread
  • https://gspread.readthedocs.io/en/latest/
• plotly
  • https://plotly.com/python/
  • https://github.com/plotly/plotly.py
• dash
  • https://plotly.com/dash/
  • https://dash.plotly.com/
  • https://github.com/plotly/dash

---

UI framework

• PyQt
  • https://www.tutorialspoint.com/pyqt/index.htm
  • https://wikidocs.net/book/2165
• Tkinter
  • https://tkdocs.com/tutorial/index.html

---

---

Reference

• dojang
• fun coding
• Implementation with python2 on web
• Implementation with python3 on web
• TheAlgorithms
• List of python libraries
  
• List of python libraries cheat sheet for data science
  

---