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GitHub / katchu11 / Robustness-of-MT-DNNs
Code for the paper: "Exploring and Improving Robustness of Multi Task Deep Neural Networks via Domain Adaptable Defenses"
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/katchu11%2FRobustness-of-MT-DNNs
Stars: 3
Forks: 2
Open Issues: 28
License: mit
Language: Python
Repo Size: 9.11 MB
Dependencies:
228
Created: over 4 years ago
Updated: over 2 years ago
Last pushed: over 1 year ago
Last synced: about 1 year ago
Files
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Readme
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Dependencies
requirements.txt
pypi
- Babel ==2.5.3
- Bottleneck ==1.2.1
- Cython ==0.28.2
- Flask ==1.0.2
- Flask-Cors ==3.0.4
- Jinja2 ==2.10
- MarkupSafe ==1.0
- Pillow ==5.2.0
- PyNaCl ==1.3.0
- PySocks ==1.6.8
- PyWavelets ==0.5.2
- PyYAML ==3.12
- Pygments ==2.2.0
- QtAwesome ==0.4.4
- QtPy ==1.4.1
- SQLAlchemy ==1.2.11
- Send2Trash ==1.5.0
- Sphinx ==1.7.4
- Werkzeug ==0.14.1
- XlsxWriter ==1.0.4
- alabaster ==0.7.10
- asn1crypto ==0.24.0
- astroid ==2.2.5
- astropy ==3.0.2
- attrs ==18.1.0
- autovizwidget ==0.12.7
- backcall ==0.1.0
- backports.shutil-get-terminal-size ==1.0.0
- bcrypt ==3.1.6
- beautifulsoup4 ==4.6.0
- bitarray ==0.8.1
- bkcharts ==0.2
- bleach ==2.1.3
- bokeh ==1.0.4
- boto ==2.48.0
- boto3 ==1.9.146
- botocore ==1.12.146
- cached-property ==1.5.1
- certifi ==2019.3.9
- cffi ==1.11.5
- chardet ==3.0.4
- click ==6.7
- cloudpickle ==0.5.3
- colorama ==0.3.9
- colorlog ==4.0.2
- contextlib2 ==0.5.5
- cryptography ==2.3.1
- cycler ==0.10.0
- cymem ==2.0.2
- cytoolz ==0.9.0.1
- dask ==0.17.5
- dataclasses ==0.6
- decorator ==4.3.0
- defusedxml ==0.6.0
- dill ==0.2.9
- distributed ==1.21.8
- docker ==3.7.2
- docker-compose ==1.24.0
- docker-pycreds ==0.4.0
- dockerpty ==0.4.1
- docopt ==0.6.2
- docutils ==0.14
- entrypoints ==0.2.3
- environment-kernels ==1.1.1
- et-xmlfile ==1.0.1
- fastai ==1.0.52
- fastcache ==1.0.2
- fastprogress ==0.1.21
- filelock ==3.0.4
- gevent ==1.3.0
- glob2 ==0.6
- gmpy2 ==2.0.8
- greenlet ==0.4.13
- h5py ==2.8.0
- hdijupyterutils ==0.12.7
- heapdict ==1.0.0
- html5lib ==1.0.1
- idna ==2.6
- imageio ==2.3.0
- imagesize ==1.0.0
- ipykernel ==4.8.2
- ipyparallel ==6.2.2
- ipython ==6.4.0
- ipython-genutils ==0.2.0
- ipywidgets ==7.4.0
- isort ==4.3.4
- itsdangerous ==0.24
- jdcal ==1.4
- jedi ==0.12.0
- jmespath ==0.9.4
- jsonschema ==2.6.0
- jupyter ==1.0.0
- jupyter-client ==5.2.3
- jupyter-console ==5.2.0
- jupyter-core ==4.4.0
- jupyterlab ==0.32.1
- jupyterlab-launcher ==0.10.5
- kiwisolver ==1.0.1
- lazy-object-proxy ==1.3.1
- locket ==0.2.0
- lxml ==4.2.1
- matplotlib ==3.0.3
- mccabe ==0.6.1
- mistune ==0.8.3
- mkl-fft ==1.0.6
- mkl-random ==1.0.1
- mock ==3.0.5
- more-itertools ==4.1.0
- mpmath ==1.0.0
- msgpack ==0.5.6
- msgpack-numpy ==0.4.3.2
- msgpack-python ==0.5.6
- multipledispatch ==0.5.0
- murmurhash ==1.0.2
- nbconvert ==5.4.1
- nbformat ==4.4.0
- networkx ==2.1
- nltk ==3.3
- nose ==1.3.7
- notebook ==5.5.0
- numba ==0.38.0
- numexpr ==2.6.5
- numpy ==1.15.4
- numpydoc ==0.8.0
- nvidia-ml-py3 ==7.352.0
- olefile ==0.45.1
- onnx ==1.4.1
- openpyxl ==2.5.3
- packaging ==17.1
- pandas ==0.24.2
- pandocfilters ==1.4.2
- paramiko ==2.4.2
- parso ==0.2.0
- partd ==0.3.8
- path.py ==11.0.1
- pathlib2 ==2.3.2
- patsy ==0.5.0
- pep8 ==1.7.1
- pexpect ==4.5.0
- pickleshare ==0.7.4
- pkginfo ==1.4.2
- plac ==0.9.6
- plotly ==2.7.0
- pluggy ==0.6.0
- ply ==3.11
- preshed ==2.0.1
- prompt-toolkit ==1.0.15
- protobuf ==3.7.1
- protobuf3-to-dict ==0.1.5
- psutil ==5.4.5
- psycopg2 ==2.7.5
- ptyprocess ==0.5.2
- py ==1.5.3
- py4j ==0.10.7
- pyOpenSSL ==18.0.0
- pyasn1 ==0.4.5
- pycodestyle ==2.4.0
- pycparser ==2.18
- pycurl ==7.43.0.1
- pyflakes ==1.6.0
- pygal ==2.4.0
- pylint ==2.3.1
- pyodbc ==4.0.23
- pyparsing ==2.2.0
- pyspark ==2.3.2
- pytest ==3.5.1
- pytest-arraydiff ==0.2
- pytest-astropy ==0.3.0
- pytest-doctestplus ==0.1.3
- pytest-openfiles ==0.3.0
- pytest-remotedata ==0.2.1
- python-dateutil ==2.7.3
- pytorch-pretrained-bert ==0.6.0
- pytz ==2018.4
- pyzmq ==17.0.0
- qtconsole ==4.3.1
- regex ==2018.1.10
- requests ==2.20.0
- requests-kerberos ==0.12.0
- rope ==0.10.7
- ruamel-yaml ==0.15.35
- s3fs ==0.1.5
- s3transfer ==0.2.0
- sagemaker ==1.20.1
- sagemaker-pyspark ==1.2.4
- scikit-image ==0.13.1
- scikit-learn ==0.20.3
- scipy ==1.1.0
- seaborn ==0.8.1
- simplegeneric ==0.8.1
- singledispatch ==3.4.0.3
- six ==1.11.0
- snowballstemmer ==1.2.1
- sortedcollections ==0.6.1
- sortedcontainers ==1.5.10
- spacy ==2.0.18
- sparkmagic ==0.12.5
- sphinxcontrib-websupport ==1.0.1
- spyder ==3.2.8
- statsmodels ==0.9.0
- sympy ==1.1.1
- tables ==3.4.3
- tblib ==1.3.2
- terminado ==0.8.1
- testpath ==0.3.1
- texttable ==0.9.1
- thinc ==6.12.1
- toolz ==0.9.0
- torch ==1.1.0
- torchvision ==0.2.2
- tornado ==5.0.2
- tqdm ==4.31.1
- traitlets ==4.3.2
- typed-ast ==1.4.0
- typing ==3.6.4
- typing-extensions ==3.7.2
- ujson ==1.35
- unicodecsv ==0.14.1
- urllib3 ==1.23
- wcwidth ==0.1.7
- webencodings ==0.5.1
- websocket-client ==0.56.0
- widgetsnbextension ==3.4.2
- wrapt ==1.10.11
- xlrd ==1.1.0
- xlwt ==1.3.0
- zict ==0.1.3
docker/Dockerfile
docker
- pytorch/pytorch 1.1.0-cuda10.0-cudnn7.5-devel build