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GitHub / ustcml / RecStudio
A highly-modularized and recommendation-efficient recommendation library based on PyTorch.
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ustcml%2FRecStudio
Stars: 164
Forks: 20
Open Issues: 6
License: mit
Language: Python
Repo Size: 2.65 MB
Dependencies:
135
Created: over 2 years ago
Updated: about 1 month ago
Last pushed: about 2 months ago
Last synced: 23 days ago
Topics: collaborative-filtering, ctr-prediction, deep-learning, factorization-machines, graph-neural-networks, knowledge-graph, matrix-factorization, pytorch, recommender-system, sequential-recommendation
Files
Dependencies
- _libgcc_mutex 0.1
- _openmp_mutex 5.1
- absl-py 1.3.0
- aiohttp 3.8.1
- aiosignal 1.2.0
- async-timeout 4.0.2
- attrs 21.4.0
- blas 1.0
- blinker 1.4
- bottleneck 1.3.5
- brotlipy 0.7.0
- bzip2 1.0.8
- c-ares 1.18.1
- ca-certificates 2022.10.11
- cachetools 4.2.2
- certifi 2022.9.24
- cffi 1.15.1
- charset-normalizer 2.0.4
- click 8.0.4
- cryptography 38.0.1
- cudatoolkit 10.2.89
- dataclasses 0.8
- dgl-cuda10.2 0.9.1post1
- ffmpeg 4.2.2
- fftw 3.3.9
- freetype 2.12.1
- frozenlist 1.2.0
- giflib 5.2.1
- gmp 6.2.1
- gnutls 3.6.15
- google-auth 2.6.0
- google-auth-oauthlib 0.4.4
- grpcio 1.42.0
- idna 3.4
- importlib-metadata 4.11.3
- intel-openmp 2021.4.0
- joblib 1.1.1
- jpeg 9e
- lame 3.100
- lcms2 2.12
- ld_impl_linux-64 2.38
- lerc 3.0
- libdeflate 1.8
- libffi 3.3
- libgcc-ng 11.2.0
- libgfortran-ng 11.2.0
- libgfortran5 11.2.0
- libgomp 11.2.0
- libidn2 2.3.2
- libopus 1.3.1
- libpng 1.6.37
- libprotobuf 3.20.1
- libstdcxx-ng 11.2.0
- libtasn1 4.16.0
- libtiff 4.4.0
- libunistring 0.9.10
- libvpx 1.7.0
- libwebp 1.2.4
- libwebp-base 1.2.4
- lz4-c 1.9.3
- markdown 3.3.4
- mkl 2021.4.0
- mkl-service 2.4.0
- mkl_fft 1.3.1
- mkl_random 1.2.2
- multidict 6.0.2
- ncurses 6.3
- nettle 3.7.3
- networkx 2.8.4
- numexpr 2.8.3
- numpy 1.23.3
- numpy-base 1.23.3
- oauthlib 3.2.1
- openh264 2.1.1
- openssl 1.1.1s
- packaging 21.3
- pandas 1.4.4
- pillow 9.2.0
- pip 22.2.2
- protobuf 3.20.1
- psutil 5.9.0
- pyasn1 0.4.8
- pyasn1-modules 0.2.8
- pycparser 2.21
- pyjwt 2.4.0
- pyopenssl 22.0.0
- pyparsing 3.0.9
- pysocks 1.7.1
- python 3.9.0
- python-dateutil 2.8.2
- pytorch 1.12.1
- pytorch-mutex 1.0
- pytz 2022.1
- pyyaml 6.0
- readline 8.2
- requests 2.28.1
- requests-oauthlib 1.3.0
- rsa 4.7.2
- scikit-learn 1.1.3
- scipy 1.9.3
- setuptools 65.5.0
- six 1.16.0
- sqlite 3.39.3
- tensorboard 2.10.0
- tensorboard-data-server 0.6.0
- tensorboard-plugin-wit 1.8.1
- threadpoolctl 2.2.0
- tk 8.6.12
- torchaudio 0.12.1
- torchvision 0.13.1
- tqdm 4.64.1
- typing_extensions 4.3.0
- tzdata 2022f
- urllib3 1.26.12
- werkzeug 2.0.3
- wheel 0.37.1
- x264 1!157.20191217
- xz 5.2.6
- yaml 0.2.5
- yarl 1.8.1
- zipp 3.8.0
- zlib 1.2.13
- zstd 1.5.2