German_Foreclosure_Auction_Analysis/requirements.txt at main · EricCpy/German_Foreclosure_Auction_Analysis · GitHub

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# general
jupyter==1.1.1
pandas==2.2.3
geopandas==1.0.1
beautifulsoup4==4.12.3
SQLAlchemy==2.0.36
pydantic==2.9.2
PyMuPDF==1.25.1
scipy==1.14.1

# ML
autogluon==3.12
scikit-learn==1.5.2
torch==2.5.1
xgboost==2.1.3

# llm libs
huggingface-hub==0.27.0
lm-format-enforcer==0.10.9
# llama-cpp-python, kann nicht lokal installiert werden über pypi, deswegen folgendes bei einer nvidia gpu:
# git clone --recursive -j8 https://github.com/abetlen/llama-cpp-python.git
# CODA_HOME=""C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v12.6" CMAKE_ARGS="-DGGML_CUDA=on" CUDACXX="C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v12.6\bin\nvcc.exe" FORCE_CMAKE=1 pip install -e . --force-reinstall --no-cache-dir --verbose

# visualizations
matplotlib==3.10.0
seaborn==0.13.2

# experiments
# pypdf
# pymupdf4llm
# marker-pdf
# kor
# langchain
# langchain-community