=================================================================================
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 |
|
|
|
|
|
|
|
|
|
