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System-Level Dependency Reference and Notes

Refer to each project's official documentation first.

SciPy

Building from source

sudo apt install gfortran libopenblas-dev liblapack-dev pkg-config

Pillow

Building from source

sudo apt install libtiff5-dev libjpeg8-dev libopenjp2-7-dev zlib1g-dev \
    libfreetype6-dev liblcms2-dev libwebp-dev tcl8.6-dev tk8.6-dev python3-tk \
    libharfbuzz-dev libfribidi-dev libxcb1-dev

NumPy

Building from source

sudo apt install gfortran libopenblas-dev liblapack-dev pkg-config

psycopg2

Build prerequisites

sudo apt-get install libpq-dev

UltraJSON

Build options

# No system-level dependencies are required, but debug symbols must not be stripped.
export UJSON_BUILD_NO_STRIP=1

PyTorch

Build PyTorch

At least 16 GB of memory is recommended.

# PCStubGen builds target with Clang/LLVM, so this dependency is required.
sudo apt install libomp-dev

# Linking may fail if this variable is not set.
export BUILD_TEST=0