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NabidAlam/road-to-machine-learning
这是一个从零到精通机器学习的全面分步指南，涵盖基础至高级主题。包含26个学习模块和23个实战项目，旨在通过动手实践帮助用户构建作品集并掌握生产级技能，适合初学者快速入门并提升实战能力。
技术栈
根目录 python
框架
FastAPI
Flask
ORM
SQLAlchemy
网络
Requests
查看全部依赖 (42)
依赖
NumPy
Pandas
Pillow
beautifulsoup4
dvc
great-expectations
gym
ipykernel
joblib
jupyter
keras
lightgbm
lime
lxml
matplotlib
missingno
mlflow
nltk
notebook
opencv-python
openpyxl
pandas-profiling
plotly
pmdarima
prophet
pyarrow
pymongo
scikit-learn
seaborn
selenium
shap
spacy
stable-baselines3
statsmodels
surprise
tensorflow
torch
torchvision
tqdm
transformers
uvicorn
xgboost
