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GitHub / ISG-Siegen / lenskit-auto
An AutoRecSys Library built around LensKit. Performs automatic algorithm selection, hyperparameter optimzation and ensembling on LensKit models.
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ISG-Siegen%2Flenskit-auto
Stars: 1
Forks: 1
Open Issues: 0
License: mit
Language: Python
Repo Size: 2.55 MB
Dependencies:
113
Created: about 2 years ago
Updated: 7 months ago
Last pushed: 6 months ago
Last synced: about 1 month ago
Topics: algorithm-selection, automl, autorecsys, bayesian-optimization, ensembling, hyperparameter-optimization, random-search, recommender-system, smac3
Files
Dependencies
- actions/checkout v2 composite
- actions/setup-python v2 composite
- Jinja2 <3.1
- myst-parser ==0.9.1
- nbsphinx ==0.8.9
- lenskit >=0.14.2
- matplotlib ~=3.6
- smac ~=1.4
- tables ~=3.8
- typing ~=3.5
- flake8 ==3.9.2 development
- pytest ==6.2.5 development
- pytest-cov ==2.12.1 development
- tox ==3.24.3 development
- anyconfig 0.13.0
- binpickle 0.3.4
- blosc 1.21.1
- brotli 1.0.9
- brotli-bin 1.0.9
- bzip2 1.0.8
- ca-certificates 2022.5.18.1
- certifi 2022.5.18.1
- cffi 1.15.0
- csr 0.4.1
- cycler 0.11.0
- fonttools 4.33.3
- freetype 2.10.4
- giflib 5.2.1
- jpeg 9e
- kiwisolver 1.4.2
- lcms2 2.12
- lenskit 0.14.1
- lerc 3.0
- libblas 3.9.0
- libbrotlicommon 1.0.9
- libbrotlidec 1.0.9
- libbrotlienc 1.0.9
- libcblas 3.9.0
- libcxx 13.0.1
- libdeflate 1.10
- libffi 3.4.2
- libgfortran 5.0.0
- libgfortran5 9.3.0
- liblapack 3.9.0
- libllvm11 11.1.0
- libopenblas 0.3.20
- libpng 1.6.37
- libtiff 4.3.0
- libwebp 1.2.2
- libwebp-base 1.2.2
- libxcb 1.13
- libzlib 1.2.11
- llvm-openmp 14.0.3
- llvmlite 0.38.0
- lz4-c 1.9.3
- matplotlib 3.5.2
- matplotlib-base 3.5.2
- msgpack-python 1.0.3
- munkres 1.1.4
- ncurses 6.3
- numba 0.55.1
- openjpeg 2.4.0
- openssl 3.0.3
- packaging 21.3
- pandas 1.4.2
- patsy 0.5.2
- pillow 9.1.1
- pip 22.0.4
- psutil 5.9.0
- pthread-stubs 0.4
- pycparser 2.21
- python 3.9.12
- python-blosc 1.10.2
- python-dateutil 2.8.2
- python_abi 3.9
- pytz 2022.1
- readline 8.1
- scipy 1.8.0
- seaborn 0.11.2
- seaborn-base 0.11.2
- seedbank 0.1.2
- setuptools 62.1.0
- simplejson 3.17.6
- six 1.16.0
- snappy 1.1.8
- sqlite 3.38.3
- statsmodels 0.13.2
- tk 8.6.12
- tornado 6.1
- tzdata 2022a
- unicodedata2 14.0.0
- wheel 0.37.1
- xlrd 2.0.1
- xorg-libxau 1.0.9
- xorg-libxdmcp 1.1.3
- xz 5.2.5
- zlib 1.2.11
- zstd 1.5.2
- Jinja2 <3.1
- lenskit >=0.14.2
- matplotlib *
- myst-parser ==0.9.1
- nbsphinx ==0.8.9
- smac *
- sphinx_rtd_theme *
- tables *
- typing *