本文汇总了在使用Python开发时常用到的第三方库和工具。
1.Python
官网地址:https://www.python.org/doc/
博文地址:《Python编程:从入门到实践》速查表
2.OpenCV(图像处理)
官网地址:https://opencv.org/
官网地址:https://docs.opencv.org/master/
Python版官网地址:https://docs.opencv.org/4.3.0/d6/d00/tutorial_py_root.html
3.VS Code (代码编辑器)
官网地址:https://code.visualstudio.com/docs#vscode
4.Matplotlib (绘图)
官网地址:https://matplotlib.org/contents.html
博文地址:50个最有用的Matplotlib数据分析与可视化图
5.Numpy (矩阵运算)
官网地址:https://numpy.org/devdocs/
6.Pytorch (深度学习库)
英文文档:https://pytorch.org/docs/stable/index.html
中文文档:https://pytorch-cn.readthedocs.io/zh/latest/package_references/torch/
7.Scikit-image (图像处理)
官网地址:https://scikit-image.org/docs/stable/
8.Pickle (数据处理)
官网地址:https://docs.python.org/3.5/library/pickle.html
9.Easydict(字典解析库)
官网地址:https://pypi.org/project/easydict/1.2/
10.OS(操作系统接口模块)
官网地址:https://docs.python.org/3/library/os.html?highlight=os#module-os
11.sys
官网地址:https://docs.python.org/3/library/sys.html?highlight=sys#module-sys
12.argparse(解析命令行)
官网地址:https://docs.python.org/3/library/argparse.html?highlight=argparse#module-argparse
13.fire(命令行生成工具)
官网地址:https://github.com/google/python-fire/blob/master/docs/guide.md
14.logging(日志)
官网地址:https://docs.python.org/3.6/howto/logging.html
15.tensorboardX(网络可视化)
官网地址:https://tensorboardx.readthedocs.io/en/latest/tutorial.html
16.tqdm(进度条工具)
官网地址:https://pypi.org/project/tqdm/
17.glob(文件搜索库)
官网地址:https://docs.python.org/3/library/glob.html?highlight=glob#module-glob
18.re(正则化)
官网地址:https://docs.python.org/3/library/re.html
19.io
官网地址:https://docs.python.org/3/library/io.html?highlight=io#module-io
20.time
官网地址:https://docs.python.org/3/library/time.html?highlight=time#module-time
21.datetime
官网地址:https://docs.python.org/3/library/datetime.html?highlight=datetime#module-datetime
22.numba (Numpy运算加速)
官网地址:http://numba.pydata.org/
23. eviltransform (GPS坐标转换)
Github地址:https://github.com/googollee/eviltransform
24. SymPy (Python代数计算库)
官网地址:https://www.sympy.org/en/index.html