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Table 4350. Top (ranking) Python libraries/modules.
|
|
Properties |
|
|
|
|
|
|
Library/Module |
Data science |
Machine Learning |
Deep Learning |
Automation |
Automated Machine Learning (AutoML) |
Image processing |
Image processing |
Population votes |
Numpy |
✔ |
✔ |
|
|
|
|
✔ |
3 |
Scikit-Learn1 |
✔ |
✔ |
|
|
|
|
✔ |
3 |
TensorFlow1 |
✔ |
✔ |
✔ |
|
|
|
|
3 |
PyTorch
|
✔ |
✔ |
✔ |
|
|
|
|
3 |
Pandas |
✔ |
✔ |
|
✔ |
|
|
|
3 |
Keras |
✔ |
✔ |
✔ |
|
|
|
|
3 |
SciPy |
✔ |
✔ |
|
|
|
|
✔ |
3 |
Matplotlib |
✔ |
✔ |
|
|
|
|
✔ |
3 |
Theano |
✔ |
✔ |
|
|
|
|
|
2 |
BeautifulSoup |
✔ |
|
|
✔ |
|
|
|
2 |
SciPy |
✔ |
✔ |
|
|
|
|
✔ |
3 |
Seaborn |
✔ |
✔ |
|
|
|
|
✔ |
3 |
Pillow |
|
✔ |
|
|
|
|
✔ |
2 |
Statsmodels |
✔ |
✔ |
|
|
|
|
|
2 |
OpenCV |
✔ |
✔ |
|
|
|
|
✔ |
3 |
scikit-image |
|
✔ |
|
|
|
|
✔ |
2 |
Pgmagick |
|
✔ |
|
|
|
|
✔ |
2 |
SimpleITK |
|
✔ |
|
|
|
|
✔ |
2 |
Mahones |
|
✔ |
|
|
|
|
✔ |
2 |
Pytessarct |
|
✔ |
|
|
|
|
✔ |
2 |
OS |
|
|
|
✔ |
|
|
|
1 |
LightGBM |
|
✔ |
|
|
|
|
|
1 |
Requests |
|
|
|
✔ |
|
|
|
1 |
Scrapy |
✔ |
|
|
|
|
|
|
1 |
Asyncio |
|
|
|
|
|
|
|
|
tkinter |
|
|
|
|
|
|
|
|
NLTK (Natural Language Toolkit) |
|
✔ |
|
|
|
|
|
1 |
scrapy |
|
|
|
|
|
|
|
|
MlPack |
|
✔ |
|
|
|
|
|
1 |
Plotly |
✔ |
|
|
|
|
|
|
1 |
XGBoost |
|
✔ |
|
|
|
|
|
1 |
CatBoost |
|
✔ |
|
|
|
|
|
1 |
RAPIDS.AI cuDF and cuML |
|
✔ |
|
|
|
|
|
1 |
PyCaret |
|
|
|
|
✔ |
|
|
1 |
Optuna |
|
✔ |
|
|
|
|
|
1 |
H2O |
|
|
|
|
✔ |
|
|
1 |
TPOT |
|
|
|
|
✔ |
|
|
1 |
Auto-sklearn |
|
|
|
|
✔ |
|
|
1 |
FLAML |
|
|
|
|
✔ |
|
|
1 |
FastAI |
|
|
✔ |
|
|
|
|
1 |
PyTorch Lightning |
|
|
✔ |
|
|
|
|
1 |
Streamlite |
✔ |
|
|
|
|
|
|
1 |
Flask |
✔ |
|
|
|
|
|
|
1 |
Orange3 |
✔ |
|
|
|
|
|
|
1 |
matpotlib |
|
|
|
|
|
|
✔ |
1 |
PyAutoGUI |
|
|
|
✔ |
|
|
|
1 |
Selenium |
|
|
|
✔ |
|
|
|
1 |
Pywinauto |
|
|
|
✔ |
|
|
|
1 |
PyBuilder |
|
|
|
✔ |
|
|
|
1 |
Robot Framework |
|
|
|
✔ |
|
|
|
1 |
Robot |
|
|
|
✔ |
|
|
|
1 |
Lettuce |
|
|
|
✔ |
|
|
|
1 |
pytest |
|
|
|
✔ |
|
|
|
1 |
Paramiko |
|
|
|
✔ |
|
|
|
1 |
Splinter |
|
|
|
✔ |
|
|
|
1 |
Lemon cheesecake |
|
|
|
✔ |
|
|
|
1 |
PyUnit |
|
|
|
✔ |
|
|
|
1 |
Nose2 |
|
|
|
✔ |
|
|
|
1 |
JSON |
|
|
|
✔ |
|
|
|
1 |
XLWT |
|
|
|
✔ |
|
|
|
1 |
GraphViz |
|
✔ |
|
|
|
|
|
|
Quandl Python API |
|
✔ |
|
|
|
|
|
|
SimpleCV |
|
|
|
|
|
|
✔ |
1 |
Mahotas |
|
|
|
|
|
|
✔ |
1 |
ilastik |
|
|
|
|
|
|
✔ |
1 |
pprocess |
|
|
|
|
|
|
✔ |
1 |
h5py |
|
|
|
|
|
|
✔ |
1 |
SimplelTK |
|
|
|
|
|
|
✔ |
1 |
Pycairo |
|
|
|
|
|
|
✔ |
1 |
Hmap |
|
|
|
|
|
|
✔ |
1 |
Pagan |
|
|
|
|
|
|
✔ |
1 |
Quads |
|
|
|
|
|
|
✔ |
1 |
Thumbor |
|
|
|
|
|
|
✔ |
1 |
Wand |
|
|
|
|
|
|
✔ |
1 |
OpenFace |
|
|
|
|
|
|
✔ |
1 |
PytorchCv |
|
|
|
|
|
|
✔ |
1 |
Six |
|
|
|
|
|
|
|
|
pygame |
|
|
|
|
|
|
|
|
aiohttp |
|
|
|
|
|
|
|
|
kivy |
|
|
|
|
|
|
|
|
urllib3 |
|
|
|
|
|
|
|
|
Gradio |
|
|
|
|
|
|
|
|
Gensim |
|
|
|
|
|
|
|
|
Pendulum |
|
|
|
|
|
|
|
|
MoviePy |
|
|
|
|
|
|
|
|
Pywin32 |
|
|
|
|
|
|
|
|
Django Ninja |
|
|
|
|
|
|
|
|
PyQt |
|
|
|
|
|
|
|
|
Awkward Array |
|
|
|
|
|
|
|
|
SQLModel |
|
|
|
|
|
|
|
|
jupytext |
|
|
|
|
|
|
|
|
AugLy |
|
|
|
|
|
|
|
|
Evidently |
|
|
|
|
|
|
|
|
skweak |
|
|
|
|
|
|
|
|
Hub |
|
|
|
|
|
|
|
|
Jina and Finetuner |
|
|
|
|
|
|
|
|
Typer |
|
|
|
|
|
|
|
|
Rich |
|
|
|
|
|
|
|
|
Dear PyGui |
|
|
|
|
|
|
|
|
PrettyErrors |
|
|
|
|
|
|
|
|
Diagrams |
|
|
|
|
|
|
|
|
Hydra and OmegaConf |
|
|
|
|
|
|
|
|
Scalene |
|
|
|
|
|
|
|
|
Hummingbird |
|
|
|
|
|
|
|
|
HiPlot |
|
|
|
|
|
|
|
|
Gradily |
|
|
|
|
|
|
|
|
LightBGM |
|
|
|
|
|
|
|
|
Astropy |
|
|
|
|
|
|
|
|
Biopython |
|
|
|
|
|
|
|
|
Bokeh |
|
|
|
|
|
|
|
|
Cubes |
|
|
|
|
|
|
|
|
Dask |
|
|
|
|
|
|
|
|
DEAP |
|
|
|
|
|
|
|
|
DMelt |
|
|
|
|
|
|
|
|
graph-tool |
|
|
|
|
|
|
|
|
Mlpy |
|
|
|
|
|
|
|
|
NetworkX |
|
|
|
|
|
|
|
|
Nilearn |
|
|
|
|
|
|
|
|
Pipenv |
|
|
|
|
|
|
|
|
PsychoPy |
|
|
|
|
|
|
|
|
PySpark |
|
|
|
|
|
|
|
|
python-weka-wrapper |
|
|
|
|
|
|
|
|
SQLAlchemy |
|
|
|
|
|
|
|
|
SageMath |
|
|
|
|
|
|
|
|
ScientificPython |
|
|
|
|
|
|
|
|
SCOOP |
|
|
|
|
|
|
|
|
SunPy |
|
|
|
|
|
|
|
|
SymPy |
|
|
|
|
|
|
|
|
TomoPy |
|
|
|
|
|
|
|
|
Veusz |
|
|
|
|
|
|
|
|
Eli5 |
|
|
|
|
|
|
|
|
boken |
|
|
|
|
|
|
|
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|