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Author:
Oleg Ryabinin
Summary:
A toolkit for extracting IQA features, training regressors, and analyzing super-resolution image quality against human scores.
Latest version:
0.2.0
Required dependencies:
huggingface-hub
|
matplotlib
|
numpy
|
pandas
|
pillow
|
scikit-learn
|
scipy
|
tqdm
Optional dependencies:
absl-py
|
accelerate
|
addict
|
aiohappyeyeballs
|
aiohttp
|
aiosignal
|
annotated-doc
|
anyio
|
asttokens
|
async-timeout
|
attrs
|
beautifulsoup4
|
bitsandbytes
|
catboost
|
certifi
|
cfgv
|
charset-normalizer
|
click
|
colorama
|
comm
|
contourpy
|
cuda-bindings
|
cuda-pathfinder
|
cuda-toolkit
|
cycler
|
datasets
|
debugpy
|
decorator
|
dill
|
distlib
|
einops
|
exceptiongroup
|
executing
|
facexlib
|
filelock
|
filterpy
|
fonttools
|
frozenlist
|
fsspec
|
ftfy
|
future
|
gdown
|
graphviz
|
grpcio
|
h11
|
hf-xet
|
httpcore
|
httpx
|
huggingface-hub
|
icecream
|
identify
|
idna
|
imageio
|
iniconfig
|
ipykernel
|
ipython
|
jedi
|
jinja2
|
joblib
|
jupyter-client
|
jupyter-core
|
kiwisolver
|
lazy-loader
|
llvmlite
|
lmdb
|
markdown
|
markdown-it-py
|
markupsafe
|
matplotlib
|
matplotlib-inline
|
mdurl
|
mpmath
|
multidict
|
multiprocess
|
narwhals
|
nest-asyncio
|
networkx
|
nodeenv
|
numba
|
numpy
|
nvidia-cublas
|
nvidia-cuda-cupti
|
nvidia-cuda-nvrtc
|
nvidia-cuda-runtime
|
nvidia-cudnn-cu13
|
nvidia-cufft
|
nvidia-cufile
|
nvidia-curand
|
nvidia-cusolver
|
nvidia-cusparse
|
nvidia-cusparselt-cu13
|
nvidia-nccl-cu12
|
nvidia-nccl-cu13
|
nvidia-nvjitlink
|
nvidia-nvshmem-cu13
|
nvidia-nvtx
|
openai-clip
|
opencv-python
|
opencv-python-headless
|
packaging
|
pandas
|
parso
|
pexpect
|
pillow
|
platformdirs
|
plotly
|
pluggy
|
pre-commit
|
prompt-toolkit
|
propcache
|
protobuf
|
psutil
|
ptyprocess
|
pure-eval
|
pyarrow
|
pygments
|
pyiqa
|
pyparsing
|
pysocks
|
pytest
|
python-dateutil
|
python-discovery
|
pytz
|
pyyaml
|
pyzmq
|
regex
|
requests
|
rich
|
ruff
|
safetensors
|
scikit-image
|
scikit-learn
|
scipy
|
sentencepiece
|
shellingham
|
six
|
soupsieve
|
stack-data
|
sympy
|
tensorboard
|
tensorboard-data-server
|
threadpoolctl
|
tifffile
|
timm
|
tokenizers
|
tomli
|
torch
|
torchvision
|
tornado
|
tqdm
|
traitlets
|
transformers
|
triton
|
typer
|
typing-extensions
|
tzdata
|
urllib3
|
virtualenv
|
wcwidth
|
werkzeug
|
xgboost
|
xxhash
|
yapf
|
yarl
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