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GitHub / teang1995 / pytorch-autorec

Implementation of [AutoRec: Autoencoders Meet Collaborative Filtering](https://users.cecs.anu.edu.au/~akmenon/papers/autorec/autorec-paper.pdf)

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/teang1995%2Fpytorch-autorec

Stars: 2
Forks: 0
Open Issues: 16

License: None
Language: Jupyter Notebook
Repo Size: 65.4 KB
Dependencies: 219

Created: about 2 years ago
Updated: about 2 years ago
Last pushed: about 1 year ago
Last synced: about 1 year ago

Files

Readme

Dependencies

requirements.txt pypi

Babel ==2.9.1
Flask ==2.0.3
Jinja2 ==3.0.3
Markdown ==3.3.6
MarkupSafe ==2.1.0
Pillow ==9.0.1
PyGObject ==3.26.1
PyYAML ==6.0
Pygments ==2.11.2
QtPy ==2.0.1
SecretStorage ==3.3.1
Send2Trash ==1.8.0
Sphinx ==4.4.0
Werkzeug ==2.0.3
absl-py ==1.0.0
aiohttp ==3.8.1
aiosignal ==1.2.0
alabaster ==0.7.12
antlr4-python3-runtime ==4.8
apex ==0.1
argon2-cffi ==21.3.0
argon2-cffi-bindings ==21.2.0
asttokens ==2.0.5
async-generator ==1.10
async-timeout ==4.0.2
attrs ==21.4.0
backcall ==0.2.0
bagua-cuda102 ==0.9.0
black ==22.1.0
bleach ==4.1.0
cachetools ==5.0.0
certifi ==2021.10.8
cffi ==1.15.0
cfgv ==3.3.1
charset-normalizer ==2.0.12
click ==8.0.4
cloudpickle ==2.0.0
codecov ==2.1.12
colorama ==0.4.4
commonmark ==0.9.1
coverage ==6.2
cryptography ==36.0.1
curio ==1.5
cycler ==0.11.0
debugpy ==1.5.1
decorator ==5.1.1
deepspeed ==0.5.7
defusedxml ==0.7.1
deprecation ==2.1.0
distlib ==0.3.4
docstring-parser ==0.13
docutils ==0.17.1
entrypoints ==0.4
executing ==0.8.3
fairscale ==0.4.0
filelock ==3.6.0
flake8 ==4.0.1
flatbuffers ==2.0
fonttools ==4.29.1
frozenlist ==1.3.0
fsspec ==2022.2.0
future ==0.18.2
gcsfs ==2022.2.0
gevent ==21.12.0
google-api-core ==2.6.0
google-auth ==2.6.0
google-auth-oauthlib ==0.4.6
google-cloud-core ==2.2.2
google-cloud-storage ==2.1.0
google-crc32c ==1.3.0
google-resumable-media ==2.3.1
googleapis-common-protos ==1.55.0
gorilla ==0.4.0
greenlet ==1.1.2
grpcio ==1.44.0
gym ==0.22.0
gym-notices ==0.0.5
hjson ==3.0.2
horovod ==0.23.0
hydra-core ==1.1.1
identify ==2.4.11
idna ==3.3
imagesize ==1.3.0
importlib-metadata ==4.11.2
iniconfig ==1.1.1
ipykernel ==6.9.1
ipyparallel ==8.2.0
ipython ==8.1.1
ipython-genutils ==0.2.0
ipywidgets ==7.6.5
itsdangerous ==2.1.0
jedi ==0.18.1
jeepney ==0.7.1
joblib ==1.1.0
jsonargparse ==4.3.1
jsonschema ==4.4.0
jupyter-client ==7.1.2
jupyter-core ==4.9.2
jupyterlab-pygments ==0.1.2
jupyterlab-widgets ==1.0.2
keyring ==23.5.0
kiwisolver ==1.3.2
matplotlib ==3.5.1
matplotlib-inline ==0.1.3
mccabe ==0.6.1
mistune ==0.8.4
multidict ==6.0.2
mypy ==0.931
mypy-extensions ==0.4.3
nbclient ==0.5.12
nbconvert ==6.4.2
nbformat ==5.1.3
nest-asyncio ==1.5.4
ninja ==1.10.2.3
nodeenv ==1.6.0
notebook ==6.4.8
numpy ==1.22.2
oauthlib ==3.2.0
omegaconf ==2.1.1
onnxruntime ==1.10.0
outcome ==1.1.0
packaging ==21.3
pandas ==1.4.1
pandocfilters ==1.5.0
parallel-ssh ==2.8.0
parso ==0.8.3
pathlib ==1.0.1
pathspec ==0.9.0
pexpect ==4.8.0
pickleshare ==0.7.5
pkginfo ==1.8.2
platformdirs ==2.5.1
pluggy ==1.0.0
pre-commit ==2.17.0
prometheus-client ==0.13.1
prompt-toolkit ==3.0.28
protobuf ==3.19.4
psutil ==5.9.0
ptyprocess ==0.7.0
pure-eval ==0.2.2
py ==1.11.0
py-cpuinfo ==8.0.0
pyDeprecate ==0.3.1
pyaml ==21.10.1
pyasn1 ==0.4.8
pyasn1-modules ==0.2.8
pycodestyle ==2.8.0
pycparser ==2.21
pydantic ==1.9.0
pyflakes ==2.4.0
pygame ==2.1.0
pyparsing ==3.0.7
pyrsistent ==0.18.1
pytest ==7.0.1
pytest-asyncio ==0.18.2
pytest-benchmark ==3.4.1
pytest-rerunfailures ==10.2
python-apt ==1.6.5
python-dateutil ==2.8.2
pytorch-lightning ==1.5.10
pytz ==2021.3
pyzmq ==22.3.0
qtconsole ==5.2.2
readme-renderer ==33.0
requests ==2.27.1
requests-oauthlib ==1.3.1
requests-toolbelt ==0.9.1
rfc3986 ==2.0.0
rich ==11.2.0
rsa ==4.8
scikit-learn ==1.0.1
scikit-optimize ==0.9.0
scipy ==1.8.0
semantic-version ==2.9.0
setuptools-rust ==1.1.2
six ==1.16.0
sniffio ==1.2.0
snowballstemmer ==2.2.0
sortedcontainers ==2.4.0
sphinxcontrib-applehelp ==1.0.2
sphinxcontrib-devhelp ==1.0.2
sphinxcontrib-htmlhelp ==2.0.0
sphinxcontrib-jsmath ==1.0.1
sphinxcontrib-qthelp ==1.0.3
sphinxcontrib-serializinghtml ==1.1.5
ssh-python ==0.9.0
ssh2-python ==0.27.0
stack-data ==0.2.0
tensorboard ==2.8.0
tensorboard-data-server ==0.6.1
tensorboard-plugin-wit ==1.8.1
terminado ==0.13.2
testpath ==0.6.0
threadpoolctl ==3.1.0
toml ==0.10.2
tomli ==2.0.1
torch ==1.10.2
torchmetrics ==0.7.2
torchtext ==0.11.2
torchvision ==0.11.3
tornado ==6.1
tqdm ==4.63.0
traitlets ==5.1.1
trio ==0.20.0
triton ==1.1.1
twine ==3.2.0
typing ==3.7.4.3
typing_extensions ==4.1.1
urllib3 ==1.26.8
virtualenv ==20.13.2
wcwidth ==0.2.5
webencodings ==0.5.1
widgetsnbextension ==3.5.2
xxhash ==3.0.0
yarl ==1.7.2
zipp ==3.7.0
zope.event ==4.5.0
zope.interface ==5.4.0

Dockerfile docker

pytorchlightning/pytorch_lightning base-cuda-py3.9-torch1.10 build