astropy

Perform high-performance analytical queries and data processing on local databases using DuckDB's in-memory columnar SQL engine

Simplifies machine learning model loading, fine-tuning, and inference using Hugging Face's transformers library for NLP tasks

Advanced data visualization with Matplotlib, generating publication-quality plots, custom styling, and complex scientific graphics for research and analysis.

Performs advanced numerical computing tasks with NumPy, enabling efficient array manipulation, mathematical operations, and scientific computing workflows.

Performs computer vision tasks like image processing, object detection, face recognition, and advanced visual analysis using OpenCV library functions

Accelerates numerical Python computations by compiling and optimizing NumPy and SciPy code for high-performance scientific computing

Provides progress bar functionality for tracking and visualizing the progress of long-running Python loops and iterations with customizable display options.

Generates interactive, publication-quality scientific visualizations and dashboards using Plotly's advanced plotting capabilities for data exploration and presentation

Generates professional data visualizations and plots using Python's matplotlib library, enabling complex scientific and statistical graphing with ease

Analyzes and processes neuroimaging data, performing advanced signal processing, source localization, and visualization for EEG and MEG brain recordings