资源
LangChain Embeddings
LangChain 是一个面向 LLM(大语言模型)应用开发...
Web开发框架
Django
Flask
FastAPI
Tornado
数据科学与分析
NumPy
Pandas
SciPy
SymPy
机器学习与深度学习
Scikit-learn
TensorFlow
PyTorch
Keras
GUI开发
Tkinter
PyQt5 / PyQt6
PySide2 / PySide6
wxPython
Kivy
DearPyGui
网络编程
socket
asyncio
Twisted
requests
urllib3
aiohttp
自动化与脚本编写
os
shutil
subprocess
paramiko
fabric
schedule
pyautogui
数据库访问
sqlite3
MySQL Connector
psycopg2
SQLAlchemy
Django ORM
Peewee
PyMongo
SQLObject
数据可视化
Matplotlib
Seaborn
Plotly
Bokeh
游戏开发
Pygame
Arcade
Panda3D
Cocos2d-python
Pyglet
Ren'Py
并发与异步
threading
multiprocessing
concurrent.futures
gevent
curio
图像处理
OpenCV
Pillow
scikit-image
dlib
pytesseract
EasyOCR
Keras-OCR
语音处理
PyAudio
SpeechRecognition
pyttsx3
gTTS
LibROSA
DeepSpeech
视频处理
MoviePy
PyAV
scikit-video
imageio-ffmpeg
自然语言处理
NLTK
spaCy
Gensim
Transformers
TextBlob
Stanza
爬虫框架
Scrapy
BeautifulSoup
Selenium
Playwright
PySpider
Crawl4AI
测试框架
unittest
pytest
doctest
nose2
Hypothesis
Robot Framework
安全性和加密
cryptography
hashlib
ssl
PyNaCl
bcrypt
passlib
地理信息处理
Geopandas
Shapely
Fiona
Rasterio
Cartopy
PyProj
嵌入式系统
gpiozero
pySerial
MicroPython
CircuitPython
PYNQ
Adafruit-Blinka
金融与证券
yfinance
pandas_datareader
QuantLib
Pyfolio
Zipline
TA-Lib
ccxt
Backtrader
区块链开发
web3.py
py-solana
pycoin
eth-brownie
truffle-contract
bitcoinlib
fabric-chaincode-py
blockchain
文档处理
PyPDF / PyPDF2
python-docx
openpyxl
markdown
向量数据库
FAISS
Annoy
Pinecone
Weaviate
Milvus
Qdrant
Chroma
向量嵌入计算
Sentence Transformers
Hugging Face Transformers
OpenAI Embeddings API
FastText
Word2Vec
CLIP
SBERT
LangChain Embeddings