Libraries
Libraries are collections of programming code and/or data.
Data Mining
BeautifulSoup - building web crawlers and data scrapers
Scrapy - building web crawlers and data scrapers
Data Processing and Modeling
Keras - building neural networks and modeling
LangChain - modular and extensible architecture that enables developers to build, deploy, and manage LLM-based applications with ease.
NumPy - scientific computing and advanced array operations
Pandas - manipulating and analyzing data
PyTorch - deep learning framework
SciKit-Learn - specific functionalities such as image processing
SciPy - mathematics, science and engineering
TensorFlow - machine learning and deep learning
XGBoost - gradient boosting for parallel tree models
Data Visualization
Matplotlib - two-dimensional diagrams and graphs
Plotly - web-based data visualization
Seaborn - visualizing statistical models
General Processing
Anaconda - data science solutions
Conda - open source package management system
Python Package Index - collection of additional components
Python Standard Library - modules distributed with Python