PyLab

Python Laboratory for AI engineering

Practices .py naming convention

Practices/[PC_NAME]/[COURSE_#]/[COURSE_#].[MODULE_#].[#].py

pip install

• pip install numpy==2.2.0
• pip install pandas==2.2.3
• pip install scikit-learn==1.6.0
• pip install matplotlib==3.9.3
• pip install seaborn==0.13.2
• pip install xgboost==2.1.3
• pip install plotly
• pip install hdbscan==0.8.40
• pip install geopandas==1.0.1
• pip install contextily==1.6.2
• pip install shapely==2.0.6
• pip install umap-learn==0.5.7
• pip install scipy==1.14.1
• pip install tensorflow_cpu==2.18.0
• pip install tensorflow==2.17.1
• pip install pillow==11.1.0
• pip install transformers==4.38.2
• pip install torch
• pip install pydot graphviz
• pip install keras-tuner
• pip install gym
• pip install torch==2.8.0+cpu torchvision==0.23.0+cpu torchaudio==2.8.0+cpu --index-url https://download.pytorch.org/whl/cpu
• pip install ucimlrepo==0.0.7
• pip install skillsnetwork
• pip install gensim
• pip install portalocker

Troubleshooting

• nbformat 관련 에러 시 pip install nbformat ipython --upgrade
• TqdmWarning 경고 없애기 pip install --upgrade ipywidgets