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GitHub / NoahVl / Explaining-In-Style-Reproducibility-Study
Re-implementation of the StylEx paper, training a GAN to explain a classifier in StyleSpace, paper by Lang et al. (2021).
Stars: 34
Forks: 7
Open Issues: 4
License: other
Language: Jupyter Notebook
Repo Size: 160 MB
Dependencies:
159
Created: over 2 years ago
Updated: about 1 month ago
Last pushed: 6 months ago
Last synced: about 1 month ago
Topics: cnn, computer-vision, convolutional-neural-network, deep-learning, gan, generative-adversarial-network, google, pytorch, stylex
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Dependencies
environment.yml
conda
- argon2-cffi 20.1.0
- astroid 2.6.6
- async_generator 1.10
- attrs 21.2.0
- backcall 0.2.0
- blas 1.0
- blas-devel 3.9.0
- bleach 4.1.0
- bottleneck 1.3.2
- brotli 1.0.9
- brotlipy 0.7.0
- ca-certificates 2021.10.26
- cffi 1.15.0
- colorama 0.4.4
- cryptography 36.0.0
- cudatoolkit 11.3.1
- cycler 0.10.0
- debugpy 1.5.1
- decorator 5.1.0
- defusedxml 0.7.1
- entrypoints 0.3
- fonttools 4.25.0
- freetype 2.10.4
- googledrivedownloader 0.4
- icc_rt 2019.0.0
- icu 58.2
- importlib-metadata 4.8.2
- importlib_metadata 4.8.2
- intel-openmp 2021.4.0
- ipykernel 6.4.1
- ipython 7.29.0
- ipython_genutils 0.2.0
- ipywidgets 7.6.5
- isort 5.9.3
- jbig 2.1
- jedi 0.18.0
- jinja2 3.0.3
- joblib 1.1.0
- jpeg 9d
- jsonschema 3.2.0
- jupyter 1.0.0
- jupyter_client 7.1.0
- jupyter_console 6.4.0
- jupyter_core 4.9.1
- jupyterlab_pygments 0.1.2
- jupyterlab_widgets 1.0.0
- kiwisolver 1.3.1
- lazy-object-proxy 1.6.0
- lcms2 2.12
- lerc 3.0
- libblas 3.9.0
- libcblas 3.9.0
- libdeflate 1.8
- liblapack 3.9.0
- liblapacke 3.9.0
- libpng 1.6.37
- libtiff 4.3.0
- libuv 1.42.0
- libzlib 1.2.11
- lz4-c 1.9.3
- m2w64-gcc-libgfortran 5.3.0
- m2w64-gcc-libs 5.3.0
- m2w64-gcc-libs-core 5.3.0
- m2w64-gmp 6.1.0
- m2w64-libwinpthread-git 5.0.0.4634.697f757
- markupsafe 2.0.1
- matplotlib 3.4.3
- matplotlib-base 3.4.3
- matplotlib-inline 0.1.2
- mccabe 0.6.1
- mistune 0.8.4
- mkl 2021.4.0
- mkl-devel 2021.4.0
- mkl-include 2021.4.0
- mkl-service 2.4.0
- msys2-conda-epoch 20160418
- munkres 1.1.4
- nbclient 0.5.3
- nbconvert 6.1.0
- nbformat 5.1.3
- nest-asyncio 1.5.1
- networkx 2.6.3
- notebook 6.4.6
- numexpr 2.7.3
- numpy 1.21.4
- olefile 0.46
- openjpeg 2.4.0
- openssl 1.1.1m
- pandas 1.3.4
- pandocfilters 1.4.3
- parso 0.8.3
- pickleshare 0.7.5
- pip 21.2.4
- prometheus_client 0.12.0
- prompt-toolkit 3.0.20
- prompt_toolkit 3.0.20
- pycparser 2.21
- pyg 2.0.2
- pygments 2.10.0
- pylint 2.9.6
- pyopenssl 21.0.0
- pyqt 5.9.2
- pyrsistent 0.18.0
- pysocks 1.7.1
- python 3.9.7
- python-dateutil 2.8.2
- python-louvain 0.15
- python_abi 3.9
- pytorch 1.10.0
- pytorch-cluster 1.5.9
- pytorch-mutex 1.0
- pytorch-scatter 2.0.9
- pytorch-sparse 0.6.12
- pytorch-spline-conv 1.2.1
- pywinpty 0.5.7
- pyyaml 6.0
- pyzmq 22.3.0
- qt 5.9.7
- qtconsole 5.1.1
- qtpy 1.10.0
- requests 2.26.0
- scikit-learn 1.0.1
- scipy 1.7.1
- seaborn 0.11.2
- send2trash 1.8.0
- setuptools 58.5.3
- sip 4.19.13
- six 1.16.0
- sqlite 3.36.0
- tbb 2021.4.0
- terminado 0.9.4
- testpath 0.5.0
- threadpoolctl 3.0.0
- tk 8.6.11
- toml 0.10.2
- torchaudio 0.10.0
- torchvision 0.11.1
- tornado 6.1
- tqdm 4.62.3
- traitlets 5.1.1
- typing_extensions 3.10.0.2
- tzdata 2021e
- ucrt 10.0.20348.0
- urllib3 1.26.7
- vc 14.2
- vs2015_runtime 14.29.30037
- wcwidth 0.2.5
- webencodings 0.5.1
- wheel 0.37.0
- widgetsnbextension 3.5.1
- win_inet_pton 1.1.0
- winpty 0.4.3
- wrapt 1.12.1
- xz 5.2.5
- yacs 0.1.6
- yaml 0.2.5
- zipp 3.7.0
- zlib 1.2.11
- zstd 1.5.0