支持的三方库

Python3.5支持的三方库

序号	三方库名称	版本号	开源协议	开源协议地址	简介
1	APScheduler	3.3.1	MIT License	https://github.com/agronholm/apscheduler/blob/master/LICENSE.txt	任务调度库
2	baostock	0.8.9	BSD License	https://spdx.org/licenses/BSD-1-Clause.html	一个免费开源的证券数据平台库
3	bcolz	1.2.1	BSD License	https://github.com/Blosc/bcolz/blob/master/CODE_OF_CONDUCT.md	一个高效的列式数据存储和压缩库
4	beautifulsoup4	4.6.0	MIT License	https://git.launchpad.net/beautifulsoup/tree/LICENSE	HTML/XML解析库
5	bleach	1.5.0	Apache Software License	https://github.com/mozilla/bleach/blob/main/LICENSE	HTML过滤库
6	boto	2.43.0	MIT License	https://github.com/boto/boto/blob/develop/LICENSE	用于与 AWS 服务交互的 Python SDK
7	Bottleneck	1.0.0	BSD License	https://github.com/pydata/bottleneck/blob/master/LICENSE	NumPy数组性能优化库
8	bz2file	0.98	Apache Software License	https://spdx.org/licenses/Apache-2.0.html	bz2压缩文件读写
9	cachetools	3.1.0	MIT License	https://github.com/tkem/cachetools/blob/master/LICENSE	缓存字典和LRU缓存实现
10	click	4.0	BSD License	https://github.com/pallets/click/blob/main/LICENSE.txt	命令行参数解析库
11	contextlib2	0.4.0	Apache Software License	https://github.com/jazzband/contextlib2/blob/master/LICENSE.txt	上下文管理器
12	crypto	1.4.1	MIT License	https://github.com/chrissimpkins/crypto/blob/master/LICENSE	提供加密算法和协议的 Python 库集合
13	cx-Oracle	8.0.1	BSD License	https://github.com/oracle/python-cx_Oracle/blob/main/LICENSE.txt	用于连接 Oracle 数据库的 Python 库
14	cycler	0.10.0	BSD License	https://github.com/matplotlib/cycler/blob/main/LICENSE	matplotlib颜色循环库
15	cyordereddict	0.2.2	BSD License	https://github.com/shoyer/cyordereddict/blob/master/LICENSE.txt	提供排序字典实现的 Cython 扩展模块
16	Cython	0.22.1	Apache Software License	https://github.com/cython/cython/blob/master/LICENSE.txt	将Python转换为C扩展的编译器
17	decorator	4.0.10	BSD License	https://github.com/micheles/decorator/blob/master/LICENSE.txt	函数装饰器模块
18	entrypoints	0.2.2	MIT License	https://github.com/takluyver/entrypoints/blob/master/LICENSE	发现和加载Python软件包中的入口点
19	fastcache	1.0.2	MIT License	https://github.com/pbrady/fastcache/blob/master/LICENSE	快速且pythonic的缓存装饰器
20	flameprof	0.4	MIT License	https://github.com/baverman/flameprof/blob/master/LICENSE	Python性能分析库
21	gensim	0.13.3	LGPL-2.1-only	https://github.com/piskvorky/gensim/blob/develop/COPYING	自然语言处理库
22	gmssl	3.2.2	BSD License	https://github.com/py-gmssl/py-gmssl/blob/master/License	国密算法加密库
23	h5py	2.6.0	BSD License	https://github.com/h5py/h5py/blob/master/LICENSE	HDF5文件接口库
24	hmmlearn	0.2.0	BSD License	https://github.com/hmmlearn/hmmlearn/blob/main/LICENSE.txt	隐马尔可夫模型库
25	hs-udata	0.3.6	MIT License	https://spdx.org/licenses/MIT.html	用户数据收集库
26	html5lib	0.9999999	MIT License	https://github.com/html5lib/html5lib-python/blob/master/LICENSE	HTML解析库
27	ipykernel	4.5.0	BSD License	https://github.com/ipython/ipykernel/blob/main/LICENSE	Jupyter内核库
28	ipython	5.1.0	BSD License	https://github.com/ipython/ipython/blob/main/./LICENSE	交互式Python Shell
29	ipython-genutils	0.1.0	BSD License	https://github.com/ipython/ipython_genutils/blob/master/COPYING.md	IPython实用功能库
30	ipywidgets	5.2.2	BSD License	https://github.com/jupyter-widgets/ipywidgets/blob/main/LICENSE	Jupyter交互式小部件
31	jieba	0.38	MIT License	https://github.com/fxsjy/jieba/blob/master/LICENSE	中文文本分词库
32	Jinja2	2.8	BSD License	https://github.com/pallets/jinja/blob/main/LICENSE.txt	模板引擎库
33	jsonpickle	1.0	BSD License	https://github.com/jsonpickle/jsonpickle/blob/main/LICENSE	Python对象与JSON相互转换的序列化/反序列化库
34	jsonschema	2.5.1	MIT License	https://github.com/python-jsonschema/jsonschema/blob/main/COPYING	JSON模式验证库
35	jupyter	1.0.0	BSD License	https://github.com/jupyter/jupyter/blob/master/LICENSE	Jupyter项目工具集
36	jupyter-client	4.4.0	BSD License	https://github.com/jupyter/jupyter_client/blob/main/LICENSE	Jupyter客户端库
37	jupyter-console	5.0.0	BSD License	https://github.com/jupyter/jupyter_console/blob/main/LICENSE	Jupyter终端控制台
38	jupyter-core	4.2.0	BSD License	https://github.com/jupyter/jupyter_core/blob/main/LICENSE	Jupyter核心软件包
39	jupyter-kernel-gateway	1.1.1	BSD License	https://github.com/jupyter-server/kernel_gateway/blob/main/LICENSE.md	Jupyter 内核的独立 API 网关
40	keras	2.3.1	Apache Software License	https://github.com/keras-team/keras/blob/master/LICENSE	深度学习高级API库
41	Keras-Applications	1.0.8	MIT License	https://github.com/keras-team/keras-applications/blob/master/LICENSE	Keras 的预训练模型组件
42	Keras-Preprocessing	1.1.0	MIT License	https://github.com/keras-team/keras-preprocessing/blob/master/LICENSE	Keras 的数据预处理工具集
43	line-profiler	2.1.2	BSD License	https://github.com/pyutils/line_profiler/blob/main/LICENSE.txt	逐行分析 Python 代码性能的工具
44	Logbook	1.4.3	BSD License	https://github.com/getlogbook/logbook/blob/develop/LICENSE	日志记录库
45	lxml	4.5.0	BSD License	https://github.com/lxml/lxml/blob/master/LICENSE.txt	XML处理库
46	Markdown	2.2.0	BSD License	https://github.com/Python-Markdown/markdown/blob/master/LICENSE.md	Markdown解析库
47	MarkupSafe	0.23	BSD License	https://github.com/pallets/markupsafe/blob/main/LICENSE.txt	文本标记转义库
48	matplotlib	1.5.3	Python Software Foundation License	https://github.com/matplotlib/matplotlib/tree/main/LICENSE	二维绘图库
49	memory-profiler	0.61.0	BSD License	https://github.com/pythonprofilers/memory_profiler/blob/master/COPYING	内存性能分析库
50	mistune	0.7.3	BSD License	https://github.com/lepture/mistune/blob/main/LICENSE	Markdown解析库
51	Naked	0.1.31	MIT License	https://github.com/chrissimpkins/naked/blob/master/README.md	清洁、轻量的Python包装
52	nbconvert	4.2.0	BSD License	https://github.com/jupyter/nbconvert/blob/main/LICENSE	Jupyter Notebook转换工具
53	nbformat	4.1.0	BSD License	https://github.com/jupyter/nbformat/blob/main/LICENSE	Jupyter Notebook文档格式
54	networkx	1.9.1	BSD License	https://github.com/networkx/networkx/blob/main/LICENSE.txt	网络分析库
55	nose	1.3.6	LGPL License	https://github.com/nose-devs/nose/blob/master/setup.py	单元测试框架
56	notebook	4.2.3	BSD License	https://github.com/jupyter/notebook/blob/main/LICENSE	Jupyter交互式计算笔记本
57	numexpr	2.6.1	MIT License	https://github.com/pydata/numexpr/blob/master/LICENSE.txt	高性能数组表达式评估库
58	numpy	1.11.2	BSD License	https://github.com/numpy/numpy/blob/main/LICENSE.txt	科学计算基础库
59	pandas	0.23.4	BSD License	https://github.com/pandas-dev/pandas/blob/main/LICENSE	数据分析库
60	patsy	0.4.0	BSD License	https://github.com/pydata/patsy/blob/master/LICENSE.txt	描述统计模型公式的Python包
61	pexpect	4.2.1	ISC License (ISCL)	https://github.com/pexpect/pexpect/blob/master/LICENSE	控制和自动化交互程序
62	pickleshare	0.7.4	MIT License	https://github.com/ipython/pickleshare/blob/master/LICENSE	小型快速的键值对数据库
63	pip	9.0.1	MIT License	https://github.com/pypa/pip/blob/main/LICENSE.txt	Python包管理工具
64	pkgconfig	1.0.0	MIT License	https://github.com/matze/pkgconfig/blob/master/LICENSE	解析pkg-config文件
65	prompt-toolkit	1.0.8	BSD License	https://github.com/prompt-toolkit/python-prompt-toolkit/blob/main/LICENSE	命令行界面应用框架
66	protobuf	3.3.0	3-Clause BSD License	https://github.com/protocolbuffers/protobuf/blob/main/LICENSE	Protocol Buffers序列化库
67	psutil	5.9.5	BSD License	https://github.com/giampaolo/psutil/blob/master/LICENSE	系统监控和系统资源信息
68	ptvsd	2.2.0	Eclipse Public License 2.0 (EPL-2.0)	https://github.com/microsoft/ptvsd/blob/master/LICENSE	Python调试器后端
69	ptyprocess	0.5.1	ISC License (ISCL)	https://github.com/pexpect/ptyprocess/blob/master/LICENSE	伪终端进程工具
70	PuLP	2.7.0	BSD License	https://github.com/coin-or/pulp/blob/master/LICENSE	线性编程模型库
71	PyBrain	0.3	BSD License	https://github.com/pybrain/pybrain/blob/master/LICENSE	机器学习库
72	pycrypto	2.6.1	Public domain	https://github.com/pycrypto/pycrypto?tab=License-1-ov-file	提供加密和解密功能的 Python 库
73	pycryptodomex	3.20.0	BSD, Public Domain	https://github.com/Legrandin/pycryptodome/blob/master/LICENSE.rst	加密解密算法库
74	Pygments	2.1.3	BSD License	https://github.com/pygments/pygments/blob/master/LICENSE	通用语法高亮库
75	pykalman	0.9.5	BSD License	https://github.com/pykalman/pykalman/blob/main/LICENSE	卡尔曼滤波器实现
76	PyMySQL	0.9.3	MIT License	https://github.com/PyMySQL/PyMySQL/blob/main/LICENSE	一个用于与MySQL数据库交互的库
77	pyparsing	2.1.10	MIT License	https://github.com/pyparsing/pyparsing/blob/master/LICENSE	通用解析器组件库
78	pypinyin	0.50.0	MIT License	https://github.com/mozillazg/python-pinyin/blob/master/LICENSE.txt	汉字拼音转换模块/工具
79	python-dateutil	2.7.5	Apache Software License	https://github.com/dateutil/dateutil/blob/master/LICENSE	日期时间处理库
80	pytz	2015.4	MIT License	https://github.com/stub42/pytz/blob/master/LICENSE.txt	时区数据库和时间操作库
81	PyWavelets	0.4.0	MIT License	https://github.com/PyWavelets/pywt/blob/main/LICENSE	小波变换和数字信号处理
82	PyYAML	3.13	MIT License	https://github.com/yaml/pyyaml/blob/main/LICENSE	YAML解析器和发射器
83	pyzmq	16.1.0.dev0	BSD License	https://github.com/zeromq/pyzmq/blob/main/LICENSE.md	ZeroMQ的Python绑定
84	qtconsole	4.2.1	BSD License	https://github.com/spyder-ide/qtconsole/blob/main/LICENSE	Jupyter Qt控制台
85	requests	2.7.0	Apache Software License	https://github.com/psf/requests/blob/main/LICENSE	HTTP请求库
86	retrying	1.3.3	Apache Software License	https://github.com/groodt/retrying/blob/main/LICENSE.txt	函数调用重试库
87	scikit-learn	0.18	BSD License	https://github.com/scikit-learn/scikit-learn/blob/main/COPYING	机器学习Python工具包
88	scipy	0.18.0	BSD License	https://github.com/scipy/scipy/blob/main/LICENSE.txt	科学计算基础库
89	seaborn	0.7.1	BSD License	https://github.com/mwaskom/seaborn/blob/master/LICENSE.md	数据可视化库
90	setuptools	28.7.1	MIT License	https://github.com/pypa/setuptools/blob/main/LICENSE	Python包管理工具
91	setuptools-scm	3.1.0	MIT License	https://github.com/pypa/setuptools-scm/blob/main/LICENSE	setuptools的SCM扩展
92	shellescape	3.4.1	MIT License	https://github.com/chrissimpkins/shellescape/blob/master/docs/LICENSE	Shell参数转义
93	simplegeneric	0.8.1	Zope Public License	https://github.com/conda-forge-admin/python-simplegeneric-feedstock/blob/master/LICENSE	简单的泛函数装饰器
94	simplejson	3.17.0	MIT License	https://github.com/simplejson/simplejson/blob/master/LICENSE.txt	JSON编码/解码器
95	six	1.10.0	MIT License	https://github.com/benjaminp/six/blob/main/LICENSE	Python 2和3兼容性工具
96	sklearn	0.0	BSD License	https://github.com/scikit-learn/scikit-learn/blob/main/COPYING	机器学习Python工具包
97	smart-open	1.3.5	MIT License	https://github.com/piskvorky/smart_open/blob/develop/LICENSE	流式传输大型文件
98	SQLAlchemy	1.0.8	MIT License	https://github.com/sqlalchemy/sqlalchemy/blob/main/LICENSE	SQL工具包和对象关系映射器
99	sqlalchemy-dm	1.1.10	MIT License	https://github.com/sqlalchemy/sqlalchemy/blob/main/LICENSE	与达梦数据库集成的SQLAlchemy扩展
100	statsmodels	0.10.2	BSD License	https://github.com/statsmodels/statsmodels/blob/main/LICENSE.txt	统计建模和计量经济学
101	sxsc-tushare	20240927	BSD License	UNKNOWN	股票数据处理工具包
102	tables	3.3.0	BSD License	https://github.com/PyTables/PyTables/blob/master/LICENSE.txt	管理结构化和非结构化数据的层次数据库
103	tabulate	0.7.5	MIT License	https://github.com/astanin/python-tabulate/blob/master/LICENSE	格式化数据为表格形式的 Python 库
104	TA-Lib	0.4.10	BSD License	https://github.com/TA-Lib/ta-lib-python/blob/master/LICENSE	技术分析库
105	tensorflow	1.3.0rc1	Apache Software License	https://github.com/tensorflow/tensorflow/blob/master/LICENSE	机器学习平台
106	tensorflow-tensorboard	0.1.2	Apache Software License	https://github.com/tensorflow/tensorboard/blob/master/LICENSE	TensorFlow的可视化工具
107	terminado	0.6	BSD License	https://github.com/jupyter/terminado/blob/main/LICENSE	Tornado终端仿真
108	Theano	0.8.2	BSD License	https://github.com/Theano/Theano/blob/master/doc/LICENSE.txt	深度学习和数值计算的 Python 库
109	toolz	0.7.4	BSD License	https://github.com/pytoolz/toolz/blob/master/LICENSE.txt	高性能函数式工具
110	tornado	4.4.2	Apache Software License	https://github.com/tornadoweb/tornado/blob/master/LICENSE	Web框架和异步网络库
111	traitlets	4.3.1	BSD License	https://github.com/ipython/traitlets/blob/main/LICENSE	配置和应用选项的轻量级trait系统
112	tushare	1.2.48	BSD License	https://github.com/waditu/tushare/blob/master/LICENSE	股票数据接口库
113	tzlocal	1.3	MIT License	https://github.com/regebro/tzlocal/blob/master/LICENSE.txt	获取本地时区
114	walrus	0.9.3	MIT License	https://github.com/coleifer/walrus/blob/master/LICENSE	一个用于与Redis数据库交互的库
115	wcwidth	0.1.7	MIT License	https://github.com/jquast/wcwidth/blob/master/LICENSE	计算字符或字符串宽度的模块
116	websocket-client	0.57.0	BSD License	https://github.com/websocket-client/websocket-client/blob/master/LICENSE	WebSocket客户端库
117	Werkzeug	0.12.2	BSD License	https://github.com/pallets/werkzeug/blob/main/LICENSE.txt	WSGI应用工具集
118	wheel	0.29.0	MIT License	https://github.com/pypa/wheel/blob/main/LICENSE.txt	Python分发的打包格式
119	widgetsnbextension	1.2.6	BSD License	https://github.com/jupyter-widgets/ipywidgets/blob/main/python/widgetsnbextension/LICENSE	IPython HTML widgets
120	xcsc-tushare	1.0.0	BSD License	UNKNOWN	股票数据处理工具包
121	xgboost	0.6a2	Apache Software License	https://github.com/dmlc/xgboost/blob/master/LICENSE	提升框架用于大规模机器学习
122	xlrd	1.1.0	BSD License	https://github.com/python-excel/xlrd/blob/master/LICENSE	Excel文件读取库
123	xlwt	1.3.0	BSD License	https://github.com/python-excel/xlwt/blob/master/LICENSE	Excel文件写入库
124	loguru	0.7.0	MIT License	https://github.com/Delgan/loguru/blob/master/LICENSE	优雅日志记录库

Python3.11支持的三方库

序号	三方库名称	版本号	开源协议	开源协议地址	简介
1	absl-py	1.4.0	Apache Software License	https://github.com/abseil/abseil-py/blob/main/LICENSE	Google的Abseil Python通用库
2	aiohttp	3.8.5	Apache Software License	https://github.com/aio-libs/aiohttp/blob/master/LICENSE.txt	基于asyncio的HTTP客户端/服务器框架
3	aiosignal	1.3.1	Apache Software License	https://github.com/aio-libs/aiosignal/blob/master/LICENSE	asyncio优化的信号模块
4	alembic	1.11.1	MIT License	https://github.com/sqlalchemy/alembic/blob/main/LICENSE	数据库迁移工具
5	anyio	3.7.1	MIT License	https://github.com/agronholm/anyio/blob/master/LICENSE	异步IO库
6	APScheduler	3.10.0	MIT License	https://github.com/agronholm/apscheduler/blob/master/LICENSE.txt	任务调度库
7	argon2-cffi	21.3.0	MIT License	https://github.com/hynek/argon2-cffi/blob/main/LICENSE	Argon2密码哈希算法的CFFI绑定
8	argon2-cffi-bindings	21.2.0	MIT License	https://github.com/hynek/argon2-cffi-bindings/blob/main/LICENSE	Argon2密码哈希算法的Python绑定
9	arrow	1.2.3	Apache Software License	https://github.com/arrow-py/arrow/blob/master/LICENSE	日期时间操作库
10	asttokens	2.2.1	Apache 2.0	https://github.com/gristlabs/asttokens/blob/master/LICENSE	抽象语法树操作库
11	astunparse	1.6.3	BSD License	https://github.com/simonpercivall/astunparse/blob/main/LICENSE	抽象语法树转换为python代码库
12	asyncache	0.3.1	MIT License	https://github.com/hephex/asyncache/blob/master/LICENSE	异步缓存支持库
13	async-generator	1.10	Apache Software License	https://github.com/python-trio/async_generator/blob/master/LICENSE	异步生成器工具库
14	async-lru	2.0.4	MIT License	https://github.com/aio-libs/async-lru/blob/master/LICENSE	一个用于asyncio的LRU缓存装饰器
15	async-timeout	4.0.2	Apache Software License	https://github.com/aio-libs/async-timeout/blob/master/LICENSE	异步操作超时处理库
16	attrs	23.1.0	MIT License	https://github.com/python-attrs/attrs/blob/main/LICENSE	类属性管理库
17	Babel	2.12.1	BSD License	https://github.com/python-babel/babel/blob/master/LICENSE	JavaScript编译器,可将ES6+代码转换为向后兼容的JavaScript
18	backcall	0.2.0	BSD License	https://github.com/takluyver/backcall/blob/master/LICENSE	IPython内省和自动补全库
19	baostock	0.8.9	BSD License	https://spdx.org/licenses/BSD-1-Clause.html	一个免费开源的证券数据平台库
20	bcrypt	4.0.1	Apache Software License	https://github.com/pyca/bcrypt/blob/main/LICENSE	一个跨平台的密码哈希库
21	beautifulsoup4	4.11.2	MIT License	https://git.launchpad.net/beautifulsoup/tree/LICENSE	HTML/XML解析库
22	bleach	6.0.0	Apache Software License	https://github.com/mozilla/bleach/blob/main/LICENSE	HTML过滤库
23	blinker	1.6.2	MIT License	https://github.com/pallets-eco/blinker/blob/main/LICENSE.txt	一个用于实现简单的发布-订阅模式的库
24	blosc2	2.0.0	BSD License	https://github.com/Blosc/python-blosc2/blob/main/LICENSE.txt	压缩库
25	Bottleneck	1.3.7	BSD License	https://github.com/pydata/bottleneck/blob/master/LICENSE	NumPy数组性能优化库
26	bs4	0.0.2	MIT License	https://git.launchpad.net/beautifulsoup/tree/LICENSE	beautifulsoup4的缩写
27	bz2file	0.98	Apache Software License	https://spdx.org/licenses/Apache-2.0.html	bz2压缩文件读写
28	cachetools	5.3.0	MIT License	https://github.com/tkem/cachetools/blob/master/LICENSE	缓存字典和LRU缓存实现
29	certifi	2023.5.7	Mozilla Public License 2.0 (MPL 2.0)	https://github.com/certifi/python-certifi/blob/master/LICENSE	提供Mozilla可信CA证书捆绑
30	certipy	0.1.3	BSD License	https://github.com/LLNL/certipy/blob/main/LICENSE	加密证书处理库
31	cffi	1.15.1	MIT License	https://github.com/python-cffi/cffi/blob/main/LICENSE	调用C代码的外部函数接口库
32	charset-normalizer	3.2.0	MIT License	https://github.com/jawah/charset_normalizer/blob/master/LICENSE	字符编码识别库
33	clarabel	0.6.0	Apache-2.0	https://github.com/oxfordcontrol/Clarabel.rs/blob/main/LICENSE.md	一个用于处理日期和时间的库
34	click	8.1.3	BSD License	https://github.com/pallets/click/blob/main/LICENSE.txt	命令行参数解析库
35	clr-loader	0.2.5	MIT License	https://github.com/pythonnet/clr-loader/blob/master/LICENSE	一个用于加载.NET程序集的库
36	comm	0.1.3	BSD License	https://github.com/ipython/comm/blob/main/LICENSE	通信才苏库
37	contextlib2	21.6.0	Apache Software License	https://github.com/jazzband/contextlib2/blob/master/LICENSE.txt	上下文管理器
38	contourpy	1.1.0	BSD License	https://github.com/contourpy/contourpy/blob/main/LICENSE	计算库
39	cryptography	41.0.2	Apache Software License	https://github.com/pyca/cryptography/blob/main/./LICENSE	加密库
40	cvxpy	1.4.1	Apache License, Version 2.0	https://github.com/cvxpy/cvxpy/blob/master/LICENSE	一个用于凸优化的库
41	cx-Oracle	8.3.0	BSD License	https://github.com/oracle/python-cx_Oracle/blob/main/LICENSE.txt	用于连接 Oracle 数据库的 Python 库
42	cycler	0.11.0	BSD License	https://github.com/matplotlib/cycler/blob/main/LICENSE	matplotlib颜色循环库
43	Cython	3.0.2	Apache Software License	https://github.com/cython/cython/blob/master/LICENSE.txt	将Python转换为C扩展的编译器
44	debugpy	1.6.7	Eclipse Public License 2.0 (EPL-2.0)	https://github.com/microsoft/debugpy/blob/main/LICENSE	Python调试器后端
45	decorator	5.1.1	BSD License	https://github.com/micheles/decorator/blob/master/LICENSE.txt	函数装饰器模块
46	defusedxml	0.7.1	Python Software Foundation License	https://github.com/tiran/defusedxml/blob/main/LICENSE	XML操作库
47	docker	6.1.3	Apache Software License	https://github.com/docker/docker-py/blob/main/LICENSE	用于与 Docker 引擎交互的 Python 库
48	dockerspawner	12.1.0	BSD License	https://github.com/jupyterhub/dockerspawner/blob/main/LICENSE	Jupyter Notebook 的 Docker 容器启动器
49	dtaidistance	2.3.13	Apache-2.0	https://github.com/wannesm/dtaidistance/blob/master/LICENSE	探索时间序列分析的利器
50	ecos	2.0.12	GPLv3	https://github.com/embotech/ecos/blob/develop/COPYING	一个用于二次优化的库
51	empyrical	0.5.5	Apache Software License	https://github.com/quantopian/empyrical/blob/master/LICENSE	一个用于金融分析的库
52	entrypoints	0.4	MIT License	https://github.com/takluyver/entrypoints/blob/master/LICENSE	发现和加载Python软件包中的入口点
53	escapism	1.0.1	MIT License	https://github.com/minrk/escapism/blob/main/LICENSE	用于转义不安全的文件名和路径
54	et-xmlfile	1.1.0	MIT License	https://foss.heptapod.net/openpyxl/et_xmlfile/-/blob/branch/1.1/LICENCE.rst	用于编辑Excel XML格式文件的库
55	executing	1.2.0	MIT License	https://github.com/alexmojaki/executing/blob/master/LICENSE.txt	正在执行代码的栈跟踪
56	fastapi	0.100.0	MIT License	https://github.com/fastapi/fastapi/blob/master/LICENSE	一个高性能 Web 框架，用于构建 API
57	fastcache	1.1.0	MIT License	https://github.com/pbrady/fastcache/blob/master/LICENSE	快速且pythonic的缓存装饰器
58	fastjsonschema	2.17.1	BSD License	https://github.com/horejsek/python-fastjsonschema/blob/master/LICENSE	JSON schema验证库
59	flameprof	0.4	MIT License	https://github.com/baverman/flameprof/blob/master/LICENSE	Python性能分析库
60	Flask	2.3.2	BSD License	https://github.com/pallets/flask/blob/main/LICENSE.txt	一个流行的 Python 微型 Web 框架
61	flatbuffers	23.5.26	Apache Software License	https://github.com/google/flatbuffers/blob/master/LICENSE	跨平台序列化库
62	fonttools	4.41.0	MIT License	https://github.com/fonttools/fonttools/blob/main/./LICENSE	字体处理库
63	fqdn	1.5.1	Mozilla Public License 2.0 (MPL 2.0)	https://github.com/ypcrts/fqdn/blob/develop/LICENSE	获取系统全限定域名
64	frozenlist	1.4.0	Apache Software License	https://github.com/aio-libs/frozenlist/blob/master/LICENSE	一个不可变的Python列表
65	fst-pso	1.8.1	GNU Lesser General Public License v3.0	https://github.com/aresio/fst-pso/blob/master/LICENSE	粒子群优化算法库
66	funcsigs	1.0.2	Apache Software License	https://github.com/aliles/funcsigs/blob/master/LICENSE	一个用于处理函数签名的库
67	gast	0.4.0	BSD License	https://github.com/serge-sans-paille/gast/blob/master/LICENSE	Python AST解析库
68	gensim	4.3.3	LGPL-2.1-only	https://github.com/piskvorky/gensim/blob/develop/COPYING	自然语言处理库
69	gmssl	3.2.2	BSD License	https://github.com/py-gmssl/py-gmssl/blob/master/License	国密算法加密库
70	google-auth	2.22.0	Apache Software License	https://github.com/googleapis/google-auth-library-python/blob/main/LICENSE	Google Auth库
71	google-auth-oauthlib	1.0.0	Apache Software License	https://github.com/googleapis/google-auth-library-python-oauthlib/blob/main/LICENSE	Google Auth Oauthlib库
72	google-pasta	0.2.0	Apache Software License	https://github.com/google/pasta/blob/master/LICENSE	Python AST解析库
73	gqdata	0.1.5	UNKNOWN	UNKNOWN	一个用于处理图数据库的库
74	graphviz	0.20.1	MIT License	https://github.com/xflr6/graphviz/blob/master/LICENSE.txt	图可视化库
75	greenlet	2.0.2	MIT License	https://github.com/python-greenlet/greenlet/blob/master/./LICENSE	协程库
76	grpcio	1.56.0	Apache Software License	https://github.com/grpc/grpc/blob/master/LICENSE	gRPC库
77	h11	0.14.0	MIT License	https://github.com/python-hyper/h11/blob/master/LICENSE.txt	纯 Python 实现的 HTTP/1.1 协议库
78	h5py	3.8.0	BSD License	https://github.com/h5py/h5py/blob/master/LICENSE	HDF5文件接口库
79	hmmlearn	0.3.0	BSD License	https://github.com/hmmlearn/hmmlearn/blob/main/LICENSE.txt	隐马尔可夫模型库
80	hs-udata	0.3.8	MIT License	https://spdx.org/licenses/MIT.html	用户数据收集库
81	html5lib	1.1	MIT License	https://github.com/html5lib/html5lib-python/blob/master/LICENSE	HTML解析库
82	idna	3.4	BSD License	https://github.com/kjd/idna/blob/master/LICENSE.md	国际化域名转换库
83	ipykernel	6.21.2	BSD License	https://github.com/ipython/ipykernel/blob/main/LICENSE	Jupyter内核库
84	ipython	8.10.0	BSD License	https://github.com/ipython/ipython/blob/main/./LICENSE	交互式Python Shell
85	ipython-genutils	0.2.0	BSD License	https://github.com/ipython/ipython_genutils/blob/master/COPYING.md	IPython实用功能库
86	ipywidgets	8.0.4	BSD License	https://github.com/jupyter-widgets/ipywidgets/blob/main/LICENSE	Jupyter交互式小部件
87	isoduration	20.11.0	ISC License (ISCL)	https://github.com/bolsote/isoduration/blob/master/LICENSE	ISO8601时间段解析库
88	itsdangerous	2.1.2	BSD License	https://github.com/pallets/itsdangerous/blob/main/LICENSE.txt	用于生成和验证签名的数据序列化库
89	jax	0.4.18	Apache-2.0	https://github.com/jax-ml/jax/blob/main/LICENSE	数值计算和机器学习库
90	jaxlib	0.4.18	Apache-2.0	https://github.com/jax-ml/jax/blob/main/LICENSE	一个用于自动微分的库
91	jedi	0.18.2	MIT License	https://github.com/davidhalter/jedi/blob/master/LICENSE.txt	Python自动补全库
92	jieba	0.42.1	MIT License	https://github.com/fxsjy/jieba/blob/master/LICENSE	中文文本分词库
93	Jinja2	3.1.2	BSD License	https://github.com/pallets/jinja/blob/main/LICENSE.txt	模板引擎库
94	joblib	1.3.1	BSD License	https://github.com/joblib/joblib/blob/main/LICENSE.txt	机器学习任务工具库
95	json5	0.9.14	Apache Software License	https://github.com/dpranke/pyjson5/blob/main/LICENSE	JSON的超集,支持更多数据类型
96	jsonpickle	3.0.2	BSD License	https://github.com/jsonpickle/jsonpickle/blob/main/LICENSE	Python对象与JSON相互转换的序列化/反序列化库
97	jsonpointer	2.4	BSD License	https://github.com/stefankoegl/python-json-pointer/blob/master/LICENSE.txt	JSON指针实现库
98	jsonschema	4.17.3	MIT License	https://github.com/python-jsonschema/jsonschema/blob/main/COPYING	JSON模式验证库
99	jupyter	1.0.0	BSD License	https://github.com/jupyter/jupyter/blob/master/LICENSE	Jupyter项目工具集
100	jupyter-client	7.4.9	BSD License	https://github.com/jupyter/jupyter_client/blob/main/LICENSE	Jupyter客户端库
101	jupyter-console	6.5.1	BSD License	https://github.com/jupyter/jupyter_console/blob/main/LICENSE	Jupyter终端控制台
102	jupyter-core	5.2.0	BSD License	https://github.com/jupyter/jupyter_core/blob/main/LICENSE	Jupyter核心软件包
103	jupyter-events	0.6.3	BSD License	https://github.com/jupyter/jupyter_events/blob/main/LICENSE	Jupyter事件处理库
104	jupyterhub	4.0.1	BSD License	https://github.com/jupyterhub/jupyterhub/blob/main/LICENSE	多用户Jupyter服务器
105	jupyterlab	4.0.5	BSD License	https://github.com/jupyterlab/jupyterlab/blob/main/LICENSE	Jupyter Notebook的下一代Web界面
106	jupyterlab-language-pack-zh-CN	4.0.post2	BSD License	https://github.com/jupyterlab/language-packs/blob/main/LICENSE.txt	一个用于JupyterLab的中文语言包
107	jupyterlab-pygments	0.2.2	BSD License	https://github.com/jupyterlab/jupyterlab_pygments/blob/main/LICENSE	JupyterLab代码高亮
108	jupyterlab-server	2.24.0	BSD License	https://github.com/jupyterlab/jupyterlab_server/blob/main/LICENSE	JupyterLab的服务器组件
109	jupyterlab-widgets	3.0.8	BSD License	https://github.com/jupyter-widgets/ipywidgets/blob/main/LICENSE	JupyterLab交互式小部件
110	jupyter-lsp	2.2.0	BSD License	https://github.com/jupyter-lsp/jupyterlab-lsp/blob/main/LICENSE	Jupyter Notebook的语言服务器协议集成
111	jupyter-server	2.7.0	BSD License	https://github.com/jupyter-server/jupyter_server/blob/main/LICENSE	Jupyter服务的核心组件
112	jupyter-server-terminals	0.4.4	BSD License	https://github.com/jupyter-server/jupyter_server_terminals/blob/main/LICENSE	Jupyter服务器终端
113	jupyter-telemetry	0.1.0	BSD License	https://github.com/jupyter/telemetry/blob/master/LICENSE	Jupyter遥测库
114	keras	2.13.1	Apache Software License	https://github.com/keras-team/keras/blob/master/LICENSE	深度学习高级API库
115	kiwisolver	1.4.4	BSD License	https://github.com/nucleic/kiwi/blob/main/LICENSE	数学方程求解器
116	libclang	16.0.6	Apache Software License	https://github.com/sighingnow/libclang/blob/master/LICENSE.TXT	C语言静态分析库
117	line-profiler	4.1.3	BSD License	https://github.com/pyutils/line_profiler/blob/main/LICENSE.txt	逐行分析 Python 代码性能的工具
118	Logbook	1.5.3	BSD License	https://github.com/getlogbook/logbook/blob/develop/LICENSE	日志记录库
119	loguru	0.7.0	MIT License	https://github.com/Delgan/loguru/blob/master/LICENSE	优雅日志记录库
120	lxml	4.9.2	BSD License	https://github.com/lxml/lxml/blob/master/LICENSE.txt	XML处理库
121	Mako	1.2.4	MIT License	https://github.com/sqlalchemy/mako/blob/main/LICENSE	模板库
122	Markdown	3.4.1	BSD License	https://github.com/Python-Markdown/markdown/blob/master/LICENSE.md	Markdown解析库
123	markdown-it-py	3.0.0	MIT License	https://github.com/executablebooks/markdown-it-py/blob/master/./LICENSE	Markdown解析库
124	MarkupSafe	2.1.2	BSD License	https://github.com/pallets/markupsafe/blob/main/LICENSE.txt	文本标记转义库
125	matplotlib	3.7.0	Python Software Foundation License	https://github.com/matplotlib/matplotlib/tree/main/LICENSE	二维绘图库
126	matplotlib-inline	0.1.6	BSD 3-Clause	https://github.com/ipython/matplotlib-inline/blob/main/LICENSE	Jupyter Notebook中的matplotlib内联支持
127	mdurl	0.1.2	MIT License	https://github.com/executablebooks/mdurl/blob/master/LICENSE	Markdown URL处理库
128	memory-profiler	0.61.0	BSD License	https://github.com/pythonprofilers/memory_profiler/blob/master/COPYING	内存性能分析库
129	miniful	0.0.6	GNU Lesser General Public License v3.0	https://github.com/aresio/miniful/blob/master/LICENSE	轻量级GUI库
130	mistune	2.0.5	BSD License	https://github.com/lepture/mistune/blob/main/LICENSE	Markdown解析库
131	ml-dtypes	0.2.0	Apache Software License	https://github.com/jax-ml/ml_dtypes/blob/main/./LICENSE	机器学习数据类型
132	mplfinance	0.12.10b0	BSD License	https://github.com/matplotlib/mplfinance/blob/master/LICENSE	一个用于金融数据可视化的库
133	msgpack	1.0.5	Apache Software License	https://github.com/msgpack/msgpack-python/blob/main/COPYING	序列化库
134	multidict	6.0.4	Apache Software License	https://github.com/aio-libs/multidict/blob/master/LICENSE	一个dict的子类,可存储多个值
135	Naked	0.1.32	MIT License	https://github.com/chrissimpkins/naked/blob/master/README.md	清洁、轻量的Python包装
136	nbclassic	1.0.0	BSD License	https://github.com/jupyter/nbclassic/blob/main/LICENSE	Jupyter Notebook服务
137	nbclient	0.8.0	BSD License	https://github.com/jupyter/nbclient/blob/main/LICENSE	Jupyter Notebook客户端库
138	nbconvert	7.2.9	BSD License	https://github.com/jupyter/nbconvert/blob/main/LICENSE	Jupyter Notebook转换工具
139	nbformat	5.7.3	BSD License	https://github.com/jupyter/nbformat/blob/main/LICENSE	Jupyter Notebook文档格式
140	nest-asyncio	1.5.6	BSD License	https://github.com/erdewit/nest_asyncio/blob/master/LICENSE	嵌套的asyncio事件循环
141	networkx	3.0	BSD License	https://github.com/networkx/networkx/blob/main/LICENSE.txt	网络分析库
142	nose	1.3.7	LGPL License	https://github.com/nose-devs/nose/blob/master/setup.py	单元测试框架
143	notebook	7.0.2	BSD License	https://github.com/jupyter/notebook/blob/main/LICENSE	Jupyter交互式计算笔记本
144	notebook_shim	0.2.3	BSD License	https://github.com/jupyter/notebook_shim/blob/main/LICENSE	Shim库,保留notebook前向兼容性
145	numexpr	2.8.4	MIT License	https://github.com/pydata/numexpr/blob/master/LICENSE.txt	高性能数组表达式评估库
146	numpy	1.23.5	BSD License	https://github.com/numpy/numpy/blob/main/LICENSE.txt	科学计算基础库
147	oauthlib	3.2.2	BSD License	https://github.com/oauthlib/oauthlib/blob/master/LICENSE	OAuth请求签名逻辑
148	objgraph	3.5.0	MIT License	https://github.com/mgedmin/objgraph/blob/master/LICENSE	Python对象图可视化
149	openai	0.27.9	MIT License	https://github.com/openai/openai-python/blob/main/LICENSE	OpenAI API的Python客户端库
150	openpyxl	3.1.2	MIT License	https://foss.heptapod.net/openpyxl/openpyxl/-/blob/branch/default/LICENCE.rst	读写Excel 2010 xlsx/xlsm/xltx/xltm文件的库
151	opt-einsum	3.3.0	MIT License	https://github.com/dgasmith/opt_einsum/blob/main/LICENSE	优化的Einstein求和约定
152	orjson	3.9.7	Apache Software License	https://github.com/ijl/orjson/blob/master/LICENSE-APACHE	一个用于JSON编解码的库
153	osqp	0.6.3	Apache 2.0	https://github.com/osqp/osqp/blob/master/LICENSE	一个用于二次优化的库
154	overrides	7.3.1	Apache License, Version 2.0	https://github.com/mkorpela/overrides/blob/main/LICENSE	检查类是否覆盖其超类方法装饰器
155	packaging	23.1	Apache Software License	https://github.com/pypa/packaging/blob/main/./LICENSE	Core utilities for Python packages
156	pamela	1.1.0	MIT License	https://github.com/minrk/pamela/blob/main/COPYING	PAM接口模块
157	pandas	1.5.3	BSD License	https://github.com/pandas-dev/pandas/blob/main/LICENSE	数据分析库
158	pandas_ta	0.3.14b0	MIT License	https://www.pandas-ta.dev/legal/license/	一个用于金融技术分析的库
159	pandas-datareader	0.10.0	BSD License	https://github.com/pydata/pandas-datareader/blob/main/LICENSE.md	一个用于从各种数据源获取金融数据的库
160	pandocfilters	1.5.0	BSD License	https://github.com/jgm/pandocfilters/blob/master/LICENSE	Pandoc过滤器工具集
161	paramiko	3.3.1	这次	https://github.com/paramiko/paramiko/blob/main/LICENSE	一个 Python SSHv2 协议库
162	parso	0.8.3	MIT License	https://github.com/davidhalter/parso/blob/master/LICENSE.txt	Python解析库
163	patsy	0.5.3	BSD License	https://github.com/pydata/patsy/blob/master/LICENSE.txt	描述统计模型公式的Python包
164	pexpect	4.8.0	ISC License (ISCL)	https://github.com/pexpect/pexpect/blob/master/LICENSE	控制和自动化交互程序
165	pickleshare	0.7.5	MIT License	https://github.com/ipython/pickleshare/blob/master/LICENSE	小型快速的键值对数据库
166	pika	1.3.2	BSD License	https://github.com/pika/pika/blob/main/LICENSE	一个用于与RabbitMQ通信的库
167	Pillow	10.0.0	HPND	https://github.com/python-pillow/Pillow/blob/main/LICENSE	图像处理库
168	pip	23.3	MIT License	https://github.com/pypa/pip/blob/main/LICENSE.txt	Python包管理工具
169	pipdeptree	2.3.3	MIT License	https://github.com/tox-dev/pipdeptree/blob/main/README.md#pipdeptree/blob/main/LICENSE	查看Python依赖关系树
170	pkgconfig	1.5.5	MIT License	https://github.com/matze/pkgconfig/blob/master/LICENSE	解析pkg-config文件
171	platformdirs	3.9.1	MIT License	https://github.com/tox-dev/platformdirs/blob/main/LICENSE	跨平台目录访问抽象层
172	prometheus-client	0.17.1	Apache Software License	https://github.com/prometheus/client_python/blob/master/LICENSE	Prometheus监控指标暴露库
173	prompt-toolkit	3.0.36	BSD License	https://github.com/prompt-toolkit/python-prompt-toolkit/blob/main/LICENSE	命令行界面应用框架
174	protobuf	4.22.0	3-Clause BSD License	https://github.com/protocolbuffers/protobuf/blob/main/LICENSE	Protocol Buffers序列化库
175	psutil	5.9.4	BSD License	https://github.com/giampaolo/psutil/blob/master/LICENSE	系统监控和系统资源信息
176	ptvsd	4.3.2	Eclipse Public License 2.0 (EPL-2.0)	https://github.com/microsoft/ptvsd/blob/master/LICENSE	Python调试器后端
177	ptyprocess	0.7.0	ISC License (ISCL)	https://github.com/pexpect/ptyprocess/blob/master/LICENSE	伪终端进程工具
178	PuLP	2.7.0	BSD License	https://github.com/coin-or/pulp/blob/master/LICENSE	线性编程模型库
179	pure-eval	0.2.2	MIT License	https://github.com/alexmojaki/pure_eval/blob/master/LICENSE.txt	受限Python求值环境
180	pyasn1	0.5.0	BSD License	https://github.com/pyasn1/pyasn1/blob/main/LICENSE.rst	ASN.1类型和编码库
181	pyasn1-modules	0.3.0	BSD License	https://github.com/etingof/pyasn1-modules/blob/master/LICENSE.txt	ASN.1数据结构和编码模块集合
182	pybind11	2.10.3	BSD License	https://github.com/pybind/pybind11/blob/master/LICENSE	C++和Python互操作库
183	PyBrain	0.3.1	BSD License	https://github.com/pybrain/pybrain/blob/master/LICENSE	机器学习库
184	pycparser	2.21	BSD License	https://github.com/eliben/pycparser/blob/main/LICENSE	C解析器
185	py-cpuinfo	9.0.0	MIT License	https://github.com/workhorsy/py-cpuinfo/blob/master/LICENSE	获取CPU info库
186	pycryptodome	3.18.0	Apache Software License	https://github.com/Legrandin/pycryptodome/blob/master/LICENSE.rst	提供加密和解密功能的 Python 库
187	pycryptodomex	3.20.0	BSD, Public Domain	https://github.com/Legrandin/pycryptodome/blob/master/LICENSE.rst	加密解密算法库
188	pydantic	1.10.7	MIT License	https://github.com/pydantic/pydantic/blob/main/LICENSE	用于数据验证和数据模型管理的 Python 库
189	pyflakes	3.1.0	MIT License	https://github.com/PyCQA/pyflakes/blob/main/LICENSE	检查Python代码错误的工具
190	pyfolio	0.9.2	Apache Software License	https://github.com/quantopian/pyfolio/blob/master/LICENSE	一个用于金融投资组合分析的库
191	pyFUME	0.2.25	GNU General Public License (GPL)	https://github.com/CaroFuchs/pyFUME/blob/master/LICENSE	模糊匹配引擎
192	Pygments	2.14.0	BSD License	https://github.com/pygments/pygments/blob/master/LICENSE	通用语法高亮库
193	pykalman	0.9.5	BSD License	https://github.com/pykalman/pykalman/blob/main/LICENSE	卡尔曼滤波器实现
194	PyMySQL	1.1.0	MIT License	https://github.com/PyMySQL/PyMySQL/blob/main/LICENSE	一个用于与MySQL数据库交互的库
195	PyNaCl	1.5.0	Apache License 2.0	https://github.com/pyca/pynacl/blob/main/LICENSE	加密库,支持网络和密码学安全性
196	pyOpenSSL	23.2.0	Apache Software License	https://github.com/pyca/pyopenssl/blob/main/LICENSE	Python OpenSSL工具集
197	pyparsing	3.0.9	MIT License	https://github.com/pyparsing/pyparsing/blob/master/LICENSE	通用解析器组件库
198	pypinyin	0.50.0	MIT License	https://github.com/mozillazg/python-pinyin/blob/master/LICENSE.txt	汉字拼音转换模块/工具
199	pyrsistent	0.19.3	MIT License	https://github.com/tobgu/pyrsistent/blob/master/LICENSE.mit	持久数据结构库
200	pysqlite3	0.5.0	zlib License	https://github.com/coleifer/pysqlite3/blob/master/LICENSE	SQLite3数据库接口
201	python-dateutil	2.8.2	Apache Software License	https://github.com/dateutil/dateutil/blob/master/LICENSE	日期时间处理库
202	python-json-logger	2.0.7	BSD License	https://github.com/madzak/python-json-logger/blob/master/LICENSE	标准Python日志对象到json的Formatter
203	pythonnet	3.0.1	MIT License	https://github.com/pythonnet/pythonnet/blob/master/LICENSE	一个用于在Python中调用.NET代码的库
204	pytz	2022.7.1	MIT License	https://github.com/stub42/pytz/blob/master/LICENSE.txt	时区数据库和时间操作库
205	pytz-deprecation-shim	0.1.0.post0	Apache Software License	https://github.com/pganssle/pytz-deprecation-shim/blob/master/LICENSE	pytz移除后向兼容shim
206	PyWavelets	1.4.1	MIT License	https://github.com/PyWavelets/pywt/blob/main/LICENSE	小波变换和数字信号处理
207	PyYAML	6.0	MIT License	https://github.com/yaml/pyyaml/blob/main/LICENSE	YAML解析器和发射器
208	pyzmq	25.0.0	BSD License	https://github.com/zeromq/pyzmq/blob/main/LICENSE.md	ZeroMQ的Python绑定
209	qdldl	0.1.7.post4	Apache 2.0	https://github.com/osqp/qdldl-python/blob/master/LICENSE	一个用于凸优化的库
210	qtconsole	5.4.0	BSD License	https://github.com/spyder-ide/qtconsole/blob/main/LICENSE	Jupyter Qt控制台
211	QtPy	2.3.1	MIT License	https://github.com/spyder-ide/qtpy/blob/master/LICENSE.txt	PyQt绑定库
212	redis	4.5.1	MIT License	https://github.com/redis/redis-py/blob/master/LICENSE	Redis数据库连接库
213	requests	2.28.2	Apache Software License	https://github.com/psf/requests/blob/main/LICENSE	HTTP请求库
214	requests-oauthlib	1.3.1	BSD License	https://github.com/requests/requests-oauthlib/blob/master/LICENSE	OAuth认证接口
215	retrying	1.3.4	Apache Software License	https://github.com/groodt/retrying/blob/main/LICENSE.txt	函数调用重试库
216	rfc3339-validator	0.1.4	MIT License	https://github.com/naimetti/rfc3339-validator/blob/master/LICENSE	RFC3339日期时间验证器
217	rfc3986-validator	0.1.1	MIT License	https://github.com/naimetti/rfc3986-validator/blob/master/LICENSE	RFC3986 URI验证器
218	rich	13.4.2	MIT License	https://github.com/Textualize/rich/blob/master/LICENSE	Render rich text和精美格式化在终端上
219	rsa	4.9	Apache Software License	https://github.com/sybrenstuvel/python-rsa/blob/main/LICENSE	RSA加密算法库
220	ruamel.yaml	0.17.32	MIT License	https://sourceforge.net/p/ruamel-yaml/code/ci/default/tree/LICENSE	YAML解析和序列化
221	ruamel.yaml.clib	0.2.7	MIT License	https://sourceforge.net/p/ruamel-yaml/code/ci/default/tree/LICENSE	一个用于YAML文件处理的库
222	scikit-learn	1.2.1	BSD License	https://github.com/scikit-learn/scikit-learn/blob/main/COPYING	机器学习Python工具包
223	scipy	1.10.0	BSD License	https://github.com/scipy/scipy/blob/main/LICENSE.txt	科学计算基础库
224	scs	3.2.3	MIT License	https://github.com/cvxgrp/scs/blob/master/LICENSE.txt	一个用于凸优化的库
225	seaborn	0.12.2	BSD License	https://github.com/mwaskom/seaborn/blob/master/LICENSE.md	数据可视化库
226	Send2Trash	1.8.2	BSD License	https://github.com/arsenetar/send2trash/blob/master/LICENSE	发送文件到垃圾箱而不是永久删除
227	setuptools	67.8.0	MIT License	https://github.com/pypa/setuptools/blob/main/LICENSE	Python包管理工具
228	setuptools-scm	7.1.0	MIT License	https://github.com/pypa/setuptools-scm/blob/main/LICENSE	setuptools的SCM扩展
229	shellescape	3.8.1	MIT License	https://github.com/chrissimpkins/shellescape/blob/master/docs/LICENSE	Shell参数转义
230	simpful	2.11.0	GNU General Public License v3.0	https://github.com/aresio/simpful/blob/master/LICENSE	基于Pyomo的建模和模拟框架
231	simplegeneric	0.8.1	Zope Public License	https://github.com/conda-forge-admin/python-simplegeneric-feedstock/blob/master/LICENSE	简单的泛函数装饰器
232	simplejson	3.18.3	MIT License	https://github.com/simplejson/simplejson/blob/master/LICENSE.txt	JSON编码/解码器
233	six	1.16.0	MIT License	https://github.com/benjaminp/six/blob/main/LICENSE	Python 2和3兼容性工具
234	smart-open	6.3.0	MIT License	https://github.com/piskvorky/smart_open/blob/develop/LICENSE	流式传输大型文件
235	sniffio	1.3.0	Apache Software License	https://github.com/python-trio/sniffio/blob/master/./LICENSE	Sniff出异步I/O库
236	soupsieve	2.4.1	MIT License	https://github.com/facelessuser/soupsieve/blob/main/LICENSE.md	一个纯Python CSS选择器实现
237	SQLAlchemy	2.0.1	MIT License	https://github.com/sqlalchemy/sqlalchemy/blob/main/LICENSE	SQL工具包和对象关系映射器
238	sqlalchemy-dm	2.0.1	MIT License	https://github.com/sqlalchemy/sqlalchemy/blob/main/LICENSE	与达梦数据库集成的SQLAlchemy扩展
239	stack-data	0.6.2	MIT License	https://github.com/alexmojaki/stack_data/blob/master/LICENSE.txt	Stack Exchange数据访问库
240	starlette	0.27.0	BSD License	https://github.com/Kludex/starlette/blob/main/LICENSE.md	轻量级异步Web框架
241	statsmodels	0.13.5	BSD License	https://github.com/statsmodels/statsmodels/blob/main/LICENSE.txt	统计建模和计量经济学
242	sxsc-tushare	20240927	BSD License	UNKNOWN	股票数据处理工具包
243	tables	3.8.0	BSD License	https://github.com/PyTables/PyTables/blob/master/LICENSE.txt	管理结构化和非结构化数据的层次数据库
244	TA-Lib	0.4.31	BSD License	https://github.com/TA-Lib/ta-lib-python/blob/master/LICENSE	技术分析库
245	tensorboard	2.13.0	Apache Software License	https://github.com/tensorflow/tensorboard/blob/master/LICENSE	TensorFlow的可视化工具
246	tensorboard-data-server	0.7.1	Apache Software License	https://github.com/tensorflow/tensorboard/blob/master/LICENSE	TensorBoard插件的数据服务
247	tensorflow	2.13.0	Apache Software License	https://github.com/tensorflow/tensorflow/blob/master/LICENSE	机器学习平台
248	tensorflow-estimator	2.13.0	Apache Software License	https://github.com/tensorflow/estimator/blob/master/LICENSE	TensorFlow Estimators
249	tensorflow-io-gcs-filesystem	0.32.0	Apache Software License	https://github.com/tensorflow/io/blob/master/LICENSE	TensorFlow的Google Cloud Storage文件系统实现
250	termcolor	2.3.0	MIT License	https://github.com/termcolor/termcolor/blob/main/COPYING.txt	在终端着色字体
251	terminado	0.17.1	BSD License	https://github.com/jupyter/terminado/blob/main/LICENSE	Tornado终端仿真
252	threadpoolctl	3.2.0	BSD License	https://github.com/joblib/threadpoolctl/blob/master/LICENSE	线程池控制
253	tinycss2	1.2.1	BSD License	https://github.com/Kozea/tinycss2/blob/main/LICENSE	低级CSS解析器
254	toolz	0.12.0	BSD License	https://github.com/pytoolz/toolz/blob/master/LICENSE.txt	高性能函数式工具
255	tornado	6.2	Apache Software License	https://github.com/tornadoweb/tornado/blob/master/LICENSE	Web框架和异步网络库
256	tqdm	4.66.1	MIT License	https://github.com/tqdm/tqdm/blob/master/LICENCE	显示进度条的Python模块
257	traitlets	5.9.0	BSD License	https://github.com/ipython/traitlets/blob/main/LICENSE	配置和应用选项的轻量级trait系统
258	tushare	1.2.89	BSD License	https://github.com/waditu/tushare/blob/master/LICENSE	股票数据接口库
259	typing_extensions	4.5.0	Python Software Foundation License	https://github.com/python/typing_extensions/blob/main/LICENSE	打字标注扩展
260	tzdata	2023.3	Apache Software License	https://github.com/python/tzdata/blob/master/LICENSE	IANA时区数据库
261	tzlocal	4.2	MIT License	https://github.com/regebro/tzlocal/blob/master/LICENSE.txt	获取本地时区
262	uri-template	1.3.0	MIT License	https://github.com/plinss/uri-template/blob/main/LICENSE	URI模板处理
263	urllib3	1.26.16	MIT License	https://github.com/urllib3/urllib3/blob/main/LICENSE.txt	HTTP库
264	uvicorn	0.30.6	BSD-3-Clause license	https://github.com/Kludex/uvicorn/blob/main/LICENSE.md	轻量快速的 Python ASGI 框架
265	vprof	0.38	BSD License	https://github.com/nvdv/vprof/blob/master/LICENSE	Python性能分析工具
266	walrus	0.9.3	MIT License	https://github.com/coleifer/walrus/blob/master/LICENSE	一个用于与Redis数据库交互的库
267	wcwidth	0.2.6	MIT License	https://github.com/jquast/wcwidth/blob/master/LICENSE	计算字符或字符串宽度的模块
268	webcolors	1.13	BSD License	https://github.com/ubernostrum/webcolors/blob/trunk/LICENSE	CSS颜色名称和值的转换库
269	webencodings	0.5.1	BSD License	https://github.com/gsnedders/python-webencodings/blob/master/LICENSE	字符编码别名注册表
270	websocket-client	0.57.0	BSD License	https://github.com/websocket-client/websocket-client/blob/master/LICENSE	WebSocket客户端库
271	Werkzeug	2.3.6	BSD License	https://github.com/pallets/werkzeug/blob/main/LICENSE.txt	WSGI应用工具集
272	wheel	0.38.4	MIT License	https://github.com/pypa/wheel/blob/main/LICENSE.txt	Python分发的打包格式
273	widgetsnbextension	4.0.5	BSD License	https://github.com/jupyter-widgets/ipywidgets/blob/main/python/widgetsnbextension/LICENSE	IPython HTML widgets
274	wrapt	1.15.0	BSD License	https://github.com/GrahamDumpleton/wrapt/blob/develop/LICENSE	装饰器工具库
275	xcsc-tushare	1.0.0	BSD License	UNKNOWN	股票数据处理工具包
276	xgboost	1.7.4	Apache Software License	https://github.com/dmlc/xgboost/blob/master/LICENSE	提升框架用于大规模机器学习
277	xlrd	2.0.1	BSD License	https://github.com/python-excel/xlrd/blob/master/LICENSE	Excel文件读取库
278	xlwt	1.3.0	BSD License	https://github.com/python-excel/xlwt/blob/master/LICENSE	Excel文件写入库
279	yarl	1.9.2	Apache Software License	https://github.com/aio-libs/yarl/blob/master/LICENSE	处理URL的库

三方库变动

	类名/函数名	Python3.5实现	Python3.11实现	说明
Numpy	numpy.linalg.lstsq	def lstsq(a, b, rcond=-1):	def lstsq(a, b, rcond="warn"):	参数默认值改变
Pandas	pandas.concat	def concat(objs, axis=0, join='outer', join_axes=None, ignore_index=False, keys=None, levels=None, names=None, verify_integrity=False, sort=None, copy=True):	def concat(objs:Iterable[NDFrame]|Mapping[HashableT, NDFrame], axis:Axis=0, join:str="outer", ignore_index:bool=False, keys=None, levels=None, names=None, verify_integrity:bool=False, sort:bool=False, copy:bool=True)->DataFrame|Series:	弃用join_axes参数
Pandas	pandas.DatetimeIndex	def new(cls, data=None, freq=None, start=None, end=None, periods=None, tz=None, normalize=False, closed=None, ambiguous='raise', dayfirst=False, yearfirst=False, dtype=None, copy=False, name=None, verify_integrity=True):	def new(cls, data=None, freq:str|BaseOffset|lib.NoDefault=lib.no_default, tz=None, normalize:bool=False, closed=None, ambiguous="raise", dayfirst:bool=False, yearfirst:bool=False, dtype:Dtype|None=None, copy:bool=False, name:Hashable=None)->DatetimeIndex:	弃用start参数
Pandas	pandas.DataFrame.append	def append(self, other, ignore_index=False, verify_integrity=False, sort=None):	def append(self, other, ignore_index:bool=False, verify_integrity:bool=False, sort:bool=False)->DataFrame:	参数默认值改变
Pandas	pandas.DataFrame.apply	def apply(self, func, axis=0, broadcast=None, raw=False, reduce=None, result_type=None, args=(), **kwds):	def apply(self, func:AggFuncType, axis:Axis=0, raw:bool=False, result_type:Literal["expand", "reduce", "broadcast"]|None=None, args=(), **kwargs):	弃用broadcast参数
Pandas	pandas.DataFrame.astype	def astype(self, dtype, copy=True, errors='raise', **kwargs):	def astype(self:NDFrameT, dtype, copy:bool_t=True, errors:IgnoreRaise="raise")->NDFrameT:	不再支持以kwargs方式传入额外入参
Pandas	pandas.DataFrame.quantile	def quantile(self, q=0.5, axis=0, numeric_only=True, interpolation='linear'):	def quantile(self, q:float|AnyArrayLike|Sequence[float]=0.5, axis:Axis=0, numeric_only:bool|lib.NoDefault=no_default, interpolation:QuantileInterpolation="linear", method:Literal["single", "table"]="single")->Series|DataFrame:	参数默认值改变
Pandas	pandas.DataFrame.replace	def replace(self, to_replace=None, value=None, inplace=False, limit=None, regex=False, method='pad'):	def replace(self, to_replace=None, value=lib.no_default, inplace:bool=False, limit:int|None=None, regex:bool=False, method:Literal["pad", "ffill", "bfill"]|lib.NoDefault=lib.no_default)->DataFrame|None:	参数默认值改变
Pandas	pandas.DataFrame.resample	def resample(self, rule, how=None, axis=0, fill_method=None, closed=None, label=None, convention='start', kind=None, loffset=None, limit=None, base=0, on=None, level=None):	def resample(self, rule, axis:Axis=0, closed:str|None=None, label:str|None=None, convention:str="start", kind:str|None=None, loffset=None, base:int|None=None, on:Level=None, level:Level=None, origin:str|TimestampConvertibleTypes="start_day", offset:TimedeltaConvertibleTypes|None=None, group_keys:bool|lib.NoDefault=no_default, )->Resampler:	弃用how参数
Pandas	pandas.DataFrame.sort_index	def sort_index(self, axis=0, level=None, ascending=True, inplace=False, kind='quicksort', na_position='last', sort_remaining=True, by=None):	def sort_index(self, axis:Axis=0, level:IndexLabel=None, ascending:bool|Sequence[bool]=True, inplace:bool=False, kind:SortKind="quicksort", na_position:NaPosition="last", sort_remaining:bool=True, ignore_index:bool=False, key:IndexKeyFunc=None)->DataFrame|None:	弃用by参数
Pandas	pandas.DataFrame.to_csv	def to_csv(self, path_or_buf=None, sep=",", "", na_rep='', float_format=None, columns=None, header=True, index=True, index_label=None, mode='w', encoding=None, compression=None, quoting=None, quotechar='"', line_terminator='\n', chunksize=None, tupleize_cols=None, date_format=None, doublequote=True, escapechar=None, decimal='.'):	def to_csv(self, path_or_buf:FilePath|WriteBuffer[bytes]|WriteBuffer[str]|None=None, sep:str=",", na_rep:str="", float_format:str|Callable|None=None, columns:Sequence[Hashable]|None=None, header:bool_t|list[str]=True, index:bool_t=True, index_label:IndexLabel|None=None, mode:str="w", encoding:str|None=None, compression:CompressionOptions="infer", quoting:int|None=None, quotechar:str='"', lineterminator:str|None=None, chunksize:int|None=None, date_format:str|None=None, doublequote:bool_t=True, escapechar:str|None=None, decimal:str=".", errors:str="strict", storage_options:StorageOptions=None)->str|None:	参数默认值改变
Pandas	pandas.DataFrame.to_excel	def to_excel(self, excel_writer, sheet_name='Sheet1', na_rep='', float_format=None, columns=None, header=True, index=True, index_label=None, startrow=0, startcol=0, engine=None, merge_cells=True, encoding=None, inf_rep='inf', verbose=True, freeze_panes=None):	def to_excel(self, excel_writer, sheet_name:str="Sheet1", na_rep:str="", float_format:str|None=None, columns:Sequence[Hashable]|None=None, header:Sequence[Hashable]|bool_t=True, index:bool_t=True, index_label:IndexLabel=None, startrow:int=0, startcol:int=0, engine:str|None=None, merge_cells:bool_t=True, encoding:lib.NoDefault=lib.no_default, inf_rep:str="inf", verbose:lib.NoDefault=lib.no_default, freeze_panes:tuple[int, int]|None=None, storage_options:StorageOptions=None)->None:	参数默认值改变
Pandas	pandas.DataFrame.to_html	def to_html(self, buf=None, columns=None, col_space=None, header=True, index=True, na_rep='NaN', formatters=None, float_format=None, sparsify=None, index_names=True, justify=None, bold_rows=True, classes=None, escape=True, max_rows=None, max_cols=None, show_dimensions=False, notebook=False, decimal='.', border=None, table_id=None):	def to_html(self, buf:FilePath|WriteBuffer[str]|None=None, columns:Sequence[Level]|None=None, col_space:ColspaceArgType|None=None, header:bool|Sequence[str]=True, index:bool=True, na_rep:str="NaN", formatters:FormattersType|None=None, float_format:FloatFormatType|None=None, sparsify:bool|None=None, index_names:bool=True, justify:str|None=None, max_rows:int|None=None, max_cols:int|None=None, show_dimensions:bool|str=False, decimal:str=".", bold_rows:bool=True, classes:str|list|tuple|None=None, escape:bool=True, notebook:bool=False, border:int|bool|None=None, table_id:str|None=None, render_links:bool=False, encoding:str|None=None)->str|None:	参数顺序改变
Pandas	pandas.DataFrame.to_json	def to_json(self, path_or_buf=None, orient=None, date_format=None, double_precision=10, force_ascii=True, date_unit='ms', default_handler=None, lines=False, compression=None, index=True):	def to_json(self, path_or_buf:FilePath|WriteBuffer[bytes]|WriteBuffer[str]|None=None, orient:str|None=None, date_format:str|None=None, double_precision:int=10, force_ascii:bool_t=True, date_unit:str="ms", default_handler:Callable[[Any], JSONSerializable]|None=None, lines:bool_t=False, compression:CompressionOptions="infer", index:bool_t=True, indent:int|None=None, storage_options:StorageOptions=None)->str|None:	参数默认值改变
Pandas	pandas.DataFrame.to_records	def to_records(self, index=True, convert_datetime64=None):	def to_records(self, index:bool=True, column_dtypes=None, index_dtypes=None)->np.recarray:	弃用convert_datetime64参数
Pandas	pandas.DataFrame.to_string	def to_string(self, buf=None, columns=None, col_space=None, header=True, index=True, na_rep='NaN', formatters=None, float_format=None, sparsify=None, index_names=True, justify=None, line_width=None, max_rows=None, max_cols=None, show_dimensions=False):	def to_string(self, buf:FilePath|WriteBuffer[str]|None=None, columns:Sequence[str]|None=None, col_space:int|list[int]|dict[Hashable, int]|None=None, header:bool|Sequence[str]=True, index:bool=True, na_rep:str="NaN", formatters:fmt.FormattersType|None=None, float_format:fmt.FloatFormatType|None=None, sparsify:bool|None=None, index_names:bool=True, justify:str|None=None, max_rows:int|None=None, max_cols:int|None=None, show_dimensions:bool=False, decimal:str=".", line_width:int|None=None, min_rows:int|None=None, max_colwidth:int|None=None, encoding:str|None=None)->str|None:	参数顺序改变
Pandas	pandas.DataFrame.update	def update(self, other, join='left', overwrite=True, filter_func=None, raise_conflict=False):	def update(self, other, join:str="left", overwrite:bool=True, filter_func=None, errors:str="ignore")->None:	弃用raise_conflict参数
Pandas	pandas.Panel	def init(self, data=None, items=None, major_axis=None, minor_axis=None, copy=False, dtype=None):		在pandas(0.25.0)版本已弃用
Pandas	pandas.read_excel	def read_excel(io, sheet_name=0, header=0, names=None, index_col=None, usecols=None, squeeze=False, dtype=None, engine=None, converters=None, true_values=None, false_values=None, skiprows=None, nrows=None, na_values=None, parse_dates=False, date_parser=None, thousands=None, comment=None, skipfooter=0, convert_float=True, **kwds):	def read_excel(io, sheet_name:str|int|list[IntStrT]|None=0, header:int|Sequence[int]|None=0, names:list[str]|None=None, index_col:int|Sequence[int]|None=None, usecols:int|str|Sequence[int]|Sequence[str]|Callable[[str], bool]|None=None, squeeze:bool|None=None, dtype:DtypeArg|None=None, engine:Literal["xlrd", "openpyxl", "odf", "pyxlsb"]|None=None, converters:dict[str, Callable]|dict[int, Callable]|None=None, true_values:Iterable[Hashable]|None=None, false_values:Iterable[Hashable]|None=None, skiprows:Sequence[int]|int|Callable[[int], object]|None=None, nrows:int|None=None, na_values=None, keep_def ault_na:bool=True, na_filter:bool=True, verbose:bool=False, parse_dates:list|dict|bool=False, date_parser:Callable|None=None, thousands:str|None=None, decimal:str=".", comment:str|None=None, skipfooter:int=0, convert_float:bool|None=None, mangle_dupe_cols:bool=True, storage_options:StorageOptions=None)->DataFrame|dict[IntStrT, DataFrame]:	参数默认值改变
Pandas	pandas.read_json	def read_json(path_or_buf=None, orient=None, typ='frame', dtype=True, convert_axes=True, convert_dates=True, keep_def ault_dates=True, numpy=False, precise_float=False, date_unit=None, encoding=None, lines=False, chunksize=None, compression='infer'):	def read_json(path_or_buf:FilePath|ReadBuffer[str]|ReadBuffer[bytes], orient:str|None=None, typ:Literal["frame", "series"]="frame", dtype:DtypeArg|None=None, convert_axes=None, convert_dates:bool|list[str]=True, keep_def ault_dates:bool=True, numpy:bool=False, precise_float:bool=False, date_unit:str|None=None, encoding:str|None=None, encoding_errors:str|None="strict", lines:bool=False, chunksize:int|None=None, compression:CompressionOptions="infer", nrows:int|None=None, storage_options:StorageOptions=None)->DataFrame|Series|JsonReader:	参数默认值改变
Pandas	pandas.testing.assert_frame_equal	def assert_frame_equal(left, right, check_dtype=True, check_index_type='equiv', check_column_type='equiv', check_frame_type=True, check_less_precise=False, check_names=True, by_blocks=False, check_exact=False, check_datetimelike_compat=False, check_categorical=True, check_like=False, obj='DataFrame'):	def assert_frame_equal(left, right, check_dtype:bool|Literal["equiv"]=True, check_index_type:bool|Literal["equiv"]="equiv", check_column_type="equiv", check_frame_type=True, check_less_precise=no_default, check_names=True, by_blocks=False, check_exact=False, check_datetimelike_compat=False, check_categorical=True, check_like=False, check_freq=True, check_flags=True, rtol=1.0e-5, atol=1.0e-8, obj="DataFrame")->None:	参数默认值改变
Pandas	pandas.to_datetime	def to_datetime(arg, errors='raise', dayfirst=False, yearfirst=False, utc=None, box=True, format=None, exact=True, unit=None, infer_datetime_format=False, origin='unix', cache=False):	def to_datetime(arg:DatetimeScalarOrArrayConvertible|DictConvertible, errors:DateTimeErrorChoices="raise", dayfirst:bool=False, yearfirst:bool=False, utc:bool|None=None, format:str|None=None, exact:bool=True, unit:str|None=None, infer_datetime_format:bool=False, origin="unix", cache:bool=True)->DatetimeIndex|Series|DatetimeScalar|NaTType|None:	弃用box参数
Pandas	pandas.to_pickle	def to_pickle(obj, path, compression='infer', protocol=pkl.HIGHEST_PROTOCOL):	def to_pickle(obj:Any, filepath_or_buffer:FilePath|WriteBuffer[bytes], compression:CompressionOptions="infer", protocol:int=pickle.HIGHEST_PROTOCOL, storage_options:StorageOptions=None) -> None:	protocol表示二进制数据序列化协议，Python3.5默认使用4版本协议，Python3.11默认使用5版本协议。使用5版本协议保存的pickle文件将无法在Python3.5版本读取。