# environment.yml ── KG-Embeddings project name: kg channels: - pytorch - defaults - nvidia - conda-forge - https://repo.anaconda.com/pkgs/main - https://repo.anaconda.com/pkgs/r dependencies: - _libgcc_mutex=0.1=conda_forge - _openmp_mutex=4.5=2_gnu - aom=3.6.1=h59595ed_0 - blas=1.0=mkl - brotli-python=1.1.0=py311hfdbb021_2 - bzip2=1.0.8=h4bc722e_7 - ca-certificates=2024.12.14=hbcca054_0 - certifi=2024.12.14=pyhd8ed1ab_0 - cffi=1.17.1=py311hf29c0ef_0 - charset-normalizer=3.4.1=pyhd8ed1ab_0 - cpython=3.11.11=py311hd8ed1ab_1 - cuda-cudart=12.4.127=0 - cuda-cupti=12.4.127=0 - cuda-libraries=12.4.1=0 - cuda-nvrtc=12.4.127=0 - cuda-nvtx=12.4.127=0 - cuda-opencl=12.6.77=0 - cuda-runtime=12.4.1=0 - cuda-version=12.6=3 - ffmpeg=4.4.2=gpl_hdf48244_113 - filelock=3.16.1=pyhd8ed1ab_1 - font-ttf-dejavu-sans-mono=2.37=hab24e00_0 - font-ttf-inconsolata=3.000=h77eed37_0 - font-ttf-source-code-pro=2.038=h77eed37_0 - font-ttf-ubuntu=0.83=h77eed37_3 - fontconfig=2.15.0=h7e30c49_1 - fonts-conda-ecosystem=1=0 - fonts-conda-forge=1=0 - freetype=2.12.1=h267a509_2 - gettext=0.22.5=he02047a_3 - gettext-tools=0.22.5=he02047a_3 - giflib=5.2.2=hd590300_0 - gmp=6.3.0=hac33072_2 - gmpy2=2.1.5=py311h0f6cedb_3 - gnutls=3.7.9=hb077bed_0 - h2=4.1.0=pyhd8ed1ab_1 - hpack=4.0.0=pyhd8ed1ab_1 - hyperframe=6.0.1=pyhd8ed1ab_1 - idna=3.10=pyhd8ed1ab_1 - intel-openmp=2022.0.1=h06a4308_3633 - jinja2=3.1.5=pyhd8ed1ab_0 - lame=3.100=h166bdaf_1003 - lcms2=2.16=hb7c19ff_0 - ld_impl_linux-64=2.43=h712a8e2_2 - lerc=4.0.0=h27087fc_0 - libasprintf=0.22.5=he8f35ee_3 - libasprintf-devel=0.22.5=he8f35ee_3 - libblas=3.9.0=16_linux64_mkl - libcblas=3.9.0=16_linux64_mkl - libcublas=12.4.5.8=0 - libcufft=11.2.1.3=0 - libcufile=1.11.1.6=0 - libcurand=10.3.7.77=0 - libcusolver=11.6.1.9=0 - libcusparse=12.3.1.170=0 - libdeflate=1.23=h4ddbbb0_0 - libdrm=2.4.124=hb9d3cd8_0 - libegl=1.7.0=ha4b6fd6_2 - libexpat=2.6.4=h5888daf_0 - libffi=3.4.2=h7f98852_5 - libgcc=14.2.0=h77fa898_1 - libgcc-ng=14.2.0=h69a702a_1 - libgettextpo=0.22.5=he02047a_3 - libgettextpo-devel=0.22.5=he02047a_3 - libgl=1.7.0=ha4b6fd6_2 - libglvnd=1.7.0=ha4b6fd6_2 - libglx=1.7.0=ha4b6fd6_2 - libgomp=14.2.0=h77fa898_1 - libiconv=1.17=hd590300_2 - libidn2=2.3.7=hd590300_0 - libjpeg-turbo=3.0.0=hd590300_1 - liblapack=3.9.0=16_linux64_mkl - liblzma=5.6.3=hb9d3cd8_1 - libnpp=12.2.5.30=0 - libnsl=2.0.1=hd590300_0 - libnvfatbin=12.6.77=0 - libnvjitlink=12.4.127=0 - libnvjpeg=12.3.1.117=0 - libpciaccess=0.18=hd590300_0 - libpng=1.6.45=h943b412_0 - libsqlite=3.47.2=hee588c1_0 - libstdcxx=14.2.0=hc0a3c3a_1 - libstdcxx-ng=14.2.0=h4852527_1 - libtasn1=4.19.0=h166bdaf_0 - libtiff=4.7.0=hd9ff511_3 - libunistring=0.9.10=h7f98852_0 - libuuid=2.38.1=h0b41bf4_0 - libva=2.22.0=h8a09558_1 - libvpx=1.13.1=h59595ed_0 - libwebp=1.5.0=hae8dbeb_0 - libwebp-base=1.5.0=h851e524_0 - libxcb=1.17.0=h8a09558_0 - libxcrypt=4.4.36=hd590300_1 - libxml2=2.13.5=h0d44e9d_1 - libzlib=1.3.1=hb9d3cd8_2 - llvm-openmp=15.0.7=h0cdce71_0 - markupsafe=3.0.2=py311h2dc5d0c_1 - mkl=2022.1.0=hc2b9512_224 - mpc=1.3.1=h24ddda3_1 - mpfr=4.2.1=h90cbb55_3 - mpmath=1.3.0=pyhd8ed1ab_1 - ncurses=6.5=h2d0b736_2 - nettle=3.9.1=h7ab15ed_0 - networkx=3.4.2=pyh267e887_2 - numpy=2.2.1=py311hf916aec_0 - openh264=2.3.1=hcb278e6_2 - openjpeg=2.5.3=h5fbd93e_0 - openssl=3.4.0=h7b32b05_1 - p11-kit=0.24.1=hc5aa10d_0 - pillow=11.1.0=py311h1322bbf_0 - pip=24.3.1=pyh8b19718_2 - pthread-stubs=0.4=hb9d3cd8_1002 - pycparser=2.22=pyh29332c3_1 - pysocks=1.7.1=pyha55dd90_7 - python=3.11.11=h9e4cc4f_1_cpython - python_abi=3.11=5_cp311 - pytorch=2.5.1=py3.11_cuda12.4_cudnn9.1.0_0 - pytorch-cuda=12.4=hc786d27_7 - pytorch-mutex=1.0=cuda - pyyaml=6.0.2=py311h9ecbd09_1 - readline=8.2=h8228510_1 - requests=2.32.3=pyhd8ed1ab_1 - setuptools=75.8.0=pyhff2d567_0 - svt-av1=1.4.1=hcb278e6_0 - sympy=1.13.3=pyh2585a3b_105 - tk=8.6.13=noxft_h4845f30_101 - torchaudio=2.5.1=py311_cu124 - torchtriton=3.1.0=py311 - torchvision=0.20.1=py311_cu124 - typing_extensions=4.12.2=pyha770c72_1 - tzdata=2024b=hc8b5060_0 - urllib3=2.3.0=pyhd8ed1ab_0 - wayland=1.23.1=h3e06ad9_0 - wayland-protocols=1.37=hd8ed1ab_0 - wheel=0.45.1=pyhd8ed1ab_1 - x264=1!164.3095=h166bdaf_2 - x265=3.5=h924138e_3 - xorg-libx11=1.8.10=h4f16b4b_1 - xorg-libxau=1.0.12=hb9d3cd8_0 - xorg-libxdmcp=1.1.5=hb9d3cd8_0 - xorg-libxext=1.3.6=hb9d3cd8_0 - xorg-libxfixes=6.0.1=hb9d3cd8_0 - yaml=0.2.5=h7f98852_2 - zstandard=0.23.0=py311hbc35293_1 - zstd=1.5.6=ha6fb4c9_0 - pip: - torchmetrics>=1.4 # nicer MRR/Hits@K utilities - lovely-tensors>=0.1.0 # tensor utilities - lovely-numpy>=0.1.0 # numpy utilities - einops==0.8.1 - pykeen==1.11.1 - hydra-core==1.3.2 - tensorboard==2.19.0