Python
Completely happy Birthday Python!
Guido van Rossum created Python on this present day, February twentieth, in 1991. Within the last 32 years Python has change into probably the most popular programming languages on this planet with over 15 million developers! There are even entire sites dedicated to people learning Python corresponding to RealPython, PythonAlgos, and LearnPython. Together with full sites dedicated to Python, there are over 137k open source libraries! Let’s take a take a look at 32 amazing open source libraries for Python’s thirty second birthday.
The preferred use case of Python is AI/ML in order that’s where these libraries are coming from. The order of the libraries is unfair
Natural Language Processing
- DeepSpeech — Speech to Text
- CoreNLP —Text Evaluation
- spaCy —Text Evaluation
- PyNLP — End to End NLP
- NLTK — Text Evaluation
- SpeechRecognition — Speech to Text (tutorial)
- TorchAudio — Audio Processing (intro)
- Porcupine — Wake Word Detection
Computer Vision
9. OpenCV — Segmentation/Recognition
10. YOLOv5 — Segmentation/Recognition
11. YOLOv8 — Segmentation/Recognition
12. PaddleOCR — Optical Character Recognition
13. SciKit-Image — Image Processing
14. TorchVision — Image Processing
15. DeepFace — Facial Recognition
16. MMDetection — Object Recognition
Machine Learning
17. PyTorch — Neural Nets
18. TensorFlow — Neural Nets
19. Keras — Neural Nets
20. Sci-Kit Learn — Machine Learning
21. Theano — Neural Nets
22. Caffe — Deep Learning
23. NNI — AutoML
24. Chainer — Deep Learning
Data
25. NumPy — Data Processing
26. Pandas — Data Processing
27. MatPlotLib — Data Visualization
28. SciPy — Data Processing
29. Seaborn — Data Visualization
30. Bokeh — Data Visualization
31. Pillow — Imaging
32. GGPy — GGPlot for Python
Bonus from Jan Katins on Twitter — PlotNine, apparently GGPy is not any longer maintained.
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